{"meta":{"query_hash":"81f77601baa7","filters":{"venue":"Social Sciences & Humanities Open"},"cohort_total":76,"direct_labels_cover":0,"predictions_cover":76,"exported":76,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/81f77601baa7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Social+Sciences+%26+Humanities+Open"},"results":[{"id":"W3045411553","doi":"10.1016/j.ssaho.2020.100051","title":"It has touched us all: Commentary on the social implications of touch during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University; Loughborough University","keywords":"Oppression; Privilege (computing); Distancing; Social distance; Coronavirus disease 2019 (COVID-19); Sociology; Face (sociological concept); Pandemic; Politics; Action (physics); Ableism; Invisibility; 2019-20 coronavirus outbreak; Gender studies; Political science; Law; Social science","score_opus":0.42511307296854167,"score_gpt":0.4194628702679648,"score_spread":0.005650202700576867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045411553","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010486823,0.006825764,0.00006955738,0.9665639,0.021356232,0.000010096665,0.000025654068,0.000007695657,0.0040924307],"genre_scores_gemma":[0.03249681,0.0051624565,0.00010507223,0.9305637,0.02694683,0.00006471454,0.000017741171,0.000069232796,0.004573482],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98082614,0.011842867,0.00087282324,0.0016106481,0.0021199693,0.002727595],"domain_scores_gemma":[0.9376166,0.05272544,0.0017526447,0.00061745796,0.0038348841,0.003453001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016115012,0.0012617289,0.0017188968,0.0018652057,0.031350143,0.011909326,0.006413762,0.06475502,0.006595887],"category_scores_gemma":[0.06269631,0.0009749319,0.0015301971,0.002308511,0.036810495,0.016947811,0.0106477225,0.07514786,0.0016178972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080079466,0.000014919402,0.00027916834,0.00050187804,0.000019340052,0.0020510198,0.086482614,0.000103173064,0.00013888685,0.03490816,0.86841935,0.0070013944],"study_design_scores_gemma":[0.000033308082,0.000037879094,0.00055335055,0.0021106922,0.000025003073,0.000868039,0.116222166,0.00010240111,0.00018346896,0.012921414,0.86685205,0.00009011049],"about_ca_topic_score_codex":0.0719912,"about_ca_topic_score_gemma":0.110765584,"teacher_disagreement_score":0.0719912,"about_ca_system_score_codex":0.020645592,"about_ca_system_score_gemma":0.02723169,"threshold_uncertainty_score":0.14979494},"labels":[],"label_agreement":null},{"id":"W3082081124","doi":"10.1016/j.ssaho.2020.100056","title":"Deployment of a business intelligence model to evaluate Iranian national higher education","year":2020,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dynamism; Higher education; Government (linguistics); Software deployment; Developing country; Business; National innovation system; Computer science; Economic growth; Environmental economics; Economics","score_opus":0.41373918400020715,"score_gpt":0.40799525563527905,"score_spread":0.005743928364928097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082081124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77318954,0.00023883005,0.20492119,0.00076027866,0.00011772764,0.0006434771,0.000700616,0.0018781462,0.01755017],"genre_scores_gemma":[0.95132554,0.00007976261,0.047038633,0.000038928767,0.000008181583,0.00016853506,0.000412028,0.000018667577,0.0009097782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993492,0.00021051762,0.000059429414,0.00013828826,0.00016381391,0.000078780606],"domain_scores_gemma":[0.998464,0.00063654466,0.0001603826,0.000080514255,0.0005840401,0.00007453271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020849986,0.00082554267,0.00049925013,0.0015156384,0.00047189245,0.0020242648,0.0008589587,0.00074021425,0.0016886378],"category_scores_gemma":[0.0044508446,0.00021648542,0.0005100554,0.0010326318,0.00030369987,0.0017075601,0.00061690336,0.000619678,0.0003507267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048326878,0.0009847172,0.04863303,0.00015871384,0.00018981363,0.0002579462,0.00043338444,0.8146503,0.0037090043,0.0076746005,0.0029999702,0.11982519],"study_design_scores_gemma":[0.000009572135,0.000066458175,0.0019033261,0.000007766262,0.000016506707,0.000011361405,0.0000842718,0.9960233,0.0008046215,0.0006850351,0.00038056285,0.0000072452644],"about_ca_topic_score_codex":0.018460583,"about_ca_topic_score_gemma":0.011946725,"teacher_disagreement_score":0.018460583,"about_ca_system_score_codex":0.00225014,"about_ca_system_score_gemma":0.0014930683,"threshold_uncertainty_score":0.03670621},"labels":[],"label_agreement":null},{"id":"W3084483528","doi":"10.1016/j.ssaho.2020.100063","title":"Why place matters: A rurally-orientated analysis of COVID-19’s differential impacts","year":2020,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Australian Government","keywords":"Politics; Coronavirus disease 2019 (COVID-19); Pandemic; Sociology; Rural area; Public health; 2019-20 coronavirus outbreak; Political science; Medicine; Law; Nursing","score_opus":0.07783567787155528,"score_gpt":0.3122924558802795,"score_spread":0.23445677800872422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084483528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8333205,0.0020302814,0.0060177483,0.021683747,0.00021451998,0.00006749348,0.00045205653,0.000025052068,0.13618869],"genre_scores_gemma":[0.99652463,0.00051659625,0.0003137,0.00033773805,0.000023361466,0.000020432957,0.000052945306,0.00001738451,0.0021932344],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99834144,0.00088363735,0.00002822826,0.00012454476,0.00019989336,0.0004221657],"domain_scores_gemma":[0.9976693,0.0013052626,0.00032677915,0.00013958995,0.00027253863,0.0002864156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074629,0.00021406462,0.00028926317,0.0016385214,0.0052826013,0.005319227,0.0011150462,0.0010449239,0.010228066],"category_scores_gemma":[0.0050037634,0.0001841066,0.0002688053,0.0031534336,0.01414553,0.0046320325,0.008900769,0.0017479258,0.000494789],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017741996,0.00006887863,0.028657962,0.00040039248,0.000026241669,0.0017689107,0.66381407,0.00045950647,0.0009912523,0.26725695,0.005061433,0.031317025],"study_design_scores_gemma":[0.0000070055726,0.00006284186,0.025162881,0.00023544277,0.00001398276,0.0003137912,0.89406466,0.00027320097,0.00027140652,0.022229137,0.05734568,0.000020069341],"about_ca_topic_score_codex":0.014624318,"about_ca_topic_score_gemma":0.032286037,"teacher_disagreement_score":0.014624318,"about_ca_system_score_codex":0.003523211,"about_ca_system_score_gemma":0.0023941179,"threshold_uncertainty_score":0.034216285},"labels":[],"label_agreement":null},{"id":"W3094267409","doi":"10.1016/j.ssaho.2020.100075","title":"Re-thinking global and public health projects during the COVID-19 pandemic context: Considerations and recommendations for early- and not-so-early-career researchers","year":2020,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Global Health and Surgery","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Pandemic; Public relations; Context (archaeology); Public health; Thematic analysis; Political science; Mental health; Coronavirus disease 2019 (COVID-19); Economic growth; Sociology; Psychology; Qualitative research; Medicine; Nursing; Social science; Geography; Infectious disease (medical specialty)","score_opus":0.5506465483603051,"score_gpt":0.4718337218464487,"score_spread":0.07881282651385646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094267409","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003639376,0.012929715,0.0006795733,0.9669727,0.017289657,0.0000937263,0.000019466943,0.000018592717,0.0016326582],"genre_scores_gemma":[0.018128848,0.03007255,0.0075962953,0.92084926,0.017979478,0.0012049022,0.00005054843,0.0001253075,0.0039928174],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7014534,0.25322804,0.0124716535,0.0075181564,0.013290695,0.012038082],"domain_scores_gemma":[0.43172362,0.4637031,0.012098761,0.008787693,0.04770241,0.03598443],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.25253198,0.0018572693,0.0047074584,0.0040163314,0.02159321,0.032113865,0.015061023,0.054479536,0.008810426],"category_scores_gemma":[0.35283583,0.0016387602,0.004454662,0.0043487037,0.06228909,0.061933804,0.020569377,0.070467934,0.0034846577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020856345,0.00014715992,0.0010544579,0.009060617,0.00013384121,0.0014154708,0.20228039,0.00034207973,0.00032278517,0.12090501,0.6213876,0.04274194],"study_design_scores_gemma":[0.00009102743,0.00008497711,0.00048724964,0.021400161,0.000082234306,0.0004352909,0.2744873,0.00014587109,0.00016021461,0.083236545,0.61921185,0.00017718758],"about_ca_topic_score_codex":0.02502353,"about_ca_topic_score_gemma":0.058020238,"teacher_disagreement_score":0.747468,"about_ca_system_score_codex":0.025773449,"about_ca_system_score_gemma":0.163101,"threshold_uncertainty_score":0.92176116},"labels":[],"label_agreement":null},{"id":"W3096250250","doi":"10.1016/j.ssaho.2020.100083","title":"Beyond the social: Cumulative implications of COVID-19 for first nations university students in Australia","year":2020,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Social isolation; Indigenous education; Sociology; Context (archaeology); Isolation (microbiology); Higher education; Distance education; Political science; Public relations; Pedagogy; Psychology; Geography","score_opus":0.3893446557806378,"score_gpt":0.5110603749732604,"score_spread":0.12171571919262258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096250250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9264071,0.0033828067,0.00056093023,0.038295854,0.0007793503,0.000063678606,0.00006229348,0.00002220302,0.030425807],"genre_scores_gemma":[0.9903654,0.0015734273,0.00017816393,0.0028733038,0.00012855118,0.000033693806,0.000016693108,0.000012915115,0.004817878],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950787,0.0020990781,0.00011327505,0.0003235136,0.0007508163,0.0016346014],"domain_scores_gemma":[0.9925396,0.0011300966,0.00078366074,0.00028358938,0.0010037983,0.00425931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051181656,0.00042647938,0.00070071645,0.001208971,0.020799575,0.008770304,0.0012676754,0.002505785,0.007196656],"category_scores_gemma":[0.008398312,0.00035991878,0.000491724,0.0009555675,0.01152734,0.005207327,0.021144666,0.005903072,0.0006500153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036521888,0.00011710755,0.031264853,0.00025247634,0.000026236405,0.0016059895,0.92578876,0.00006707878,0.0005466439,0.0071364515,0.0045743533,0.028583575],"study_design_scores_gemma":[0.0000028739785,0.0001375034,0.03226041,0.00034553948,0.000016386395,0.00032430058,0.92658985,0.00007420688,0.00014565127,0.0027185914,0.037342537,0.000042113996],"about_ca_topic_score_codex":0.06637838,"about_ca_topic_score_gemma":0.12644534,"teacher_disagreement_score":0.06637838,"about_ca_system_score_codex":0.0066721886,"about_ca_system_score_gemma":0.010509516,"threshold_uncertainty_score":0.13198406},"labels":[],"label_agreement":null},{"id":"W3114310941","doi":"10.1016/j.ssaho.2020.100097","title":"When the gigs are gone: Valuing arts, culture and media in the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance; University of Ottawa","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); The arts; Sustainability; Value (mathematics); Social media; Public relations; Creative economy; Political science; 2019-20 coronavirus outbreak; Sociology; Creativity; Medicine","score_opus":0.40917127673761455,"score_gpt":0.3963792175637478,"score_spread":0.012792059173866777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114310941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5022314,0.007507822,0.0033973453,0.12063343,0.00077575265,0.00009013632,0.00006343455,0.00003589347,0.36526477],"genre_scores_gemma":[0.991735,0.001671428,0.0005356721,0.0033116566,0.0000931709,0.000021883348,0.000010712759,0.000016363725,0.0026040683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9936422,0.0047002733,0.00009003728,0.00014999384,0.0005138678,0.00090363965],"domain_scores_gemma":[0.99423236,0.0035920592,0.00061602454,0.00023288831,0.0003786327,0.0009479564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008632495,0.0005082345,0.00030981642,0.0023358213,0.014253272,0.02562663,0.0010240385,0.0042376216,0.0034065037],"category_scores_gemma":[0.008945806,0.00030258083,0.00028822807,0.0021252616,0.047141097,0.017465267,0.014505154,0.0058362773,0.000241002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057207686,0.000093943665,0.0056626974,0.00012148694,0.000010207115,0.0005755664,0.45997208,0.00020811328,0.00037895146,0.5009436,0.004866977,0.027109176],"study_design_scores_gemma":[0.0000099263125,0.000044843942,0.0026035043,0.0004320487,0.0000083724435,0.00020046263,0.82726747,0.00022000623,0.000256086,0.10541171,0.063515,0.000030533003],"about_ca_topic_score_codex":0.005424545,"about_ca_topic_score_gemma":0.008929857,"teacher_disagreement_score":0.02562663,"about_ca_system_score_codex":0.0074884584,"about_ca_system_score_gemma":0.006088855,"threshold_uncertainty_score":0.054332852},"labels":[],"label_agreement":null},{"id":"W3212079550","doi":"10.1016/j.ssaho.2021.100232","title":"Anti-Chinese stigma in the Greater Toronto Area during COVID-19: Aiming the spotlight towards community capacity","year":2021,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Stigma (botany); Xenophobia; Diaspora; Racism; Ethnic group; Cognitive reframing; Chinese americans; Sociology; China; Gender studies; Pandemic; Narrative; Criminology; Coronavirus disease 2019 (COVID-19); Political science; Psychology; Social psychology; Medicine","score_opus":0.23727594579363775,"score_gpt":0.3479733544864218,"score_spread":0.11069740869278405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212079550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97382504,0.00040251593,0.00011622435,0.0051043974,0.000023134868,0.00002201477,0.00009951697,0.0000025892891,0.020404667],"genre_scores_gemma":[0.99822134,0.0002546792,0.000034629447,0.00010947903,0.000008929579,0.0000051011402,0.000020519148,0.000001248643,0.0013441279],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993519,0.00016697221,0.000008928887,0.000027382786,0.000081266175,0.00036356127],"domain_scores_gemma":[0.9988286,0.00032069953,0.0002484618,0.000039881812,0.00015109601,0.00041122476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061359996,0.00017793404,0.00014633247,0.0005388108,0.0052998634,0.002709849,0.00048755258,0.00069185137,0.003435873],"category_scores_gemma":[0.0020701597,0.000106749954,0.00012976477,0.0010283055,0.0037227378,0.00089788076,0.0026610456,0.0012122634,0.000090235466],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018453154,0.00014858547,0.3005944,0.0002823012,0.00006483269,0.010609576,0.5436667,0.0018020737,0.0013143183,0.09649427,0.017565448,0.027273022],"study_design_scores_gemma":[0.000009438223,0.00003276086,0.2290701,0.0001986843,0.00001699932,0.00037626317,0.73027223,0.0013417894,0.00026973343,0.003542287,0.03483735,0.00003240013],"about_ca_topic_score_codex":0.86358356,"about_ca_topic_score_gemma":0.92172366,"teacher_disagreement_score":0.13641644,"about_ca_system_score_codex":0.029382102,"about_ca_system_score_gemma":0.01518636,"threshold_uncertainty_score":0.27443957},"labels":[],"label_agreement":null},{"id":"W3216238500","doi":"10.1016/j.ssaho.2021.100234","title":"Perceptions of child physical discipline among Burmese migrants living in Mae Sot, Thailand","year":2021,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre; Universities Canada","keywords":"Fatalism; Burmese; Thematic analysis; Social psychology; Population; Psychology; Developmental psychology; Socioeconomic status; Qualitative research; Sociology; Social science; Demography","score_opus":0.055839621943431096,"score_gpt":0.3703528506723147,"score_spread":0.3145132287288836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216238500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99947065,0.000114870825,0.00001422545,0.000074405216,0.0000032255887,0.0000046627465,0.000013683483,4.7023855e-7,0.00030377612],"genre_scores_gemma":[0.99920374,0.00036485965,0.0000514954,0.000047411067,0.000002362674,0.000012652727,0.000018565874,8.457862e-7,0.0002981532],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99963796,0.00017544573,0.000029256604,0.000027432083,0.000055772096,0.0000740052],"domain_scores_gemma":[0.9991417,0.0002502194,0.00031211044,0.00002811883,0.000078361016,0.00018952148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007444669,0.00025645422,0.00023930483,0.0003698933,0.0016433109,0.0011327782,0.00027006428,0.00044922615,0.0019075033],"category_scores_gemma":[0.001851046,0.00021688563,0.00017426314,0.00049460656,0.001115068,0.0005452511,0.0010164217,0.00069761445,0.000109539076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008201234,0.000072362454,0.39828214,0.0002646583,0.000024865558,0.0030812758,0.58491033,0.000053140906,0.0018349792,0.00025320105,0.00045201957,0.010688977],"study_design_scores_gemma":[0.000002649464,0.00015975456,0.25394854,0.00013209658,0.000010182163,0.00094193325,0.74301577,0.000047313293,0.00011565924,0.000042532145,0.0015710234,0.000012486028],"about_ca_topic_score_codex":0.01519644,"about_ca_topic_score_gemma":0.02311118,"teacher_disagreement_score":0.01519644,"about_ca_system_score_codex":0.0006810413,"about_ca_system_score_gemma":0.0007145617,"threshold_uncertainty_score":0.030215979},"labels":[],"label_agreement":null},{"id":"W4210330881","doi":"10.1016/j.ssaho.2022.100255","title":"“Health for all” and the challenges for pharmaceutical policies: A critical interpretive synthesis over 40 years","year":2022,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Mainstream; Politics; Declaration; Globe; Pharmaceutical policy; Value (mathematics); Political science; Health care; Public relations; Inclusion (mineral); Health policy; Sociology; Medicine; Social science; Law; Computer science","score_opus":0.26003601200546744,"score_gpt":0.44046451460758534,"score_spread":0.1804285026021179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210330881","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010624096,0.72443867,0.007535082,0.21456608,0.0050457716,0.00013990149,0.00046386974,0.0000393929,0.037147164],"genre_scores_gemma":[0.42588645,0.5101313,0.006668462,0.040359057,0.011125473,0.00067979493,0.00037634003,0.0001381556,0.0046349433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.98012537,0.015229315,0.0009068874,0.0010943856,0.0018796987,0.0007642437],"domain_scores_gemma":[0.9058077,0.08688849,0.002421151,0.0009498573,0.0035566506,0.0003761035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03156793,0.0017278903,0.0019100469,0.018045755,0.006283101,0.01995678,0.0020023144,0.0054594507,0.0032027543],"category_scores_gemma":[0.049546283,0.00047897614,0.00089033745,0.016786922,0.025024239,0.017910592,0.004174359,0.0056445203,0.00037942798],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006810055,0.000023143366,0.00051608327,0.008792115,0.00010123329,0.0004284113,0.1180023,0.000653952,0.00015359199,0.80204123,0.030834394,0.038385443],"study_design_scores_gemma":[0.000019623676,0.0000406524,0.0017944792,0.04365128,0.0001283806,0.00020849917,0.14892349,0.00073250534,0.00036702628,0.24360277,0.5604626,0.000068693],"about_ca_topic_score_codex":0.012773936,"about_ca_topic_score_gemma":0.013453243,"teacher_disagreement_score":0.03156793,"about_ca_system_score_codex":0.02864573,"about_ca_system_score_gemma":0.013506045,"threshold_uncertainty_score":0.20784032},"labels":[],"label_agreement":null},{"id":"W4226164621","doi":"10.1016/j.ssaho.2022.100264","title":"Do demographic predictors of personal values vary by context? A test of Schwartz's value development theory","year":2022,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Cultural Differences and Values","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Value (mathematics); Context (archaeology); Social value orientations; Social environment; Cultural values; Social psychology; Test (biology); Macro; Psychology; Sociology; World Values Survey; Macro level; Positive economics; Social science; Geography; Economics","score_opus":0.11508639860742693,"score_gpt":0.3610269442915771,"score_spread":0.2459405456841502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226164621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99835336,0.00009475802,0.00018578499,0.00016784242,0.0000063404223,0.0000050404014,0.0001294165,0.0000014706993,0.001056102],"genre_scores_gemma":[0.9997131,0.00002229991,0.00006522986,0.000018721776,0.000003818119,0.0000054342227,0.00010093204,9.563456e-7,0.00006952774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983041,0.0010029594,0.00007307482,0.0002558738,0.00017079806,0.00019312711],"domain_scores_gemma":[0.9849262,0.00846324,0.0031430002,0.0012223079,0.0005834409,0.0016617505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026087738,0.0002436337,0.0003712957,0.000899368,0.0007175509,0.0009587288,0.00042614265,0.00048012764,0.0042132908],"category_scores_gemma":[0.012730598,0.00018202906,0.00046544216,0.0011532694,0.001246169,0.0014653933,0.0014564575,0.001007826,0.00035988638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005435433,0.000045208573,0.99651283,0.000005554005,0.00005936386,0.000033388733,0.000569989,0.00008062397,0.00003644968,0.00039449483,0.00010779002,0.0021000064],"study_design_scores_gemma":[0.0000060987563,0.000078822646,0.9958181,0.000010445855,0.000020476931,0.000061878454,0.0020590874,0.0007696383,0.000045377405,0.00089243473,0.00023157257,0.0000061353567],"about_ca_topic_score_codex":0.004884381,"about_ca_topic_score_gemma":0.004857136,"teacher_disagreement_score":0.004884381,"about_ca_system_score_codex":0.00036848476,"about_ca_system_score_gemma":0.0004367722,"threshold_uncertainty_score":0.014094889},"labels":[],"label_agreement":null},{"id":"W4282006331","doi":"10.1016/j.ssaho.2022.100298","title":"Back to the future: Covid-19 and the recurring debate over social determinants of disease, and health","year":2022,"lang":"en","type":"review","venue":"Social Sciences & Humanities Open","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Social determinants of health; Pandemic; Virology; Political science; Medicine; Infectious disease (medical specialty); Health care; Outbreak; Law; Pathology","score_opus":0.3000075241396884,"score_gpt":0.5088506234700773,"score_spread":0.20884309933038886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282006331","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010918272,0.9766649,0.00006746828,0.020364199,0.0017552265,8.7637864e-7,0.000011175811,0.0000021881579,0.0010246512],"genre_scores_gemma":[0.0028379434,0.9826078,0.000096457865,0.010381825,0.0031893724,0.0000043232335,0.000020367665,0.0000039607353,0.0008579758],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818605,0.0007806639,0.00012524807,0.000243177,0.0005236199,0.00014116228],"domain_scores_gemma":[0.9954904,0.0030532614,0.00025561877,0.00014144451,0.0008004387,0.00025893154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036082768,0.0006731312,0.0016429762,0.0027534948,0.0012666096,0.0043186457,0.0010959008,0.0042634583,0.0058164787],"category_scores_gemma":[0.006451534,0.000314605,0.0008696065,0.0041799033,0.0060673314,0.009053369,0.0023938175,0.008312099,0.0014620082],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001313549,0.000080652346,0.00086300756,0.016945276,0.00019465886,0.0002999372,0.0023906499,0.00026836855,0.00033442798,0.28789622,0.14462222,0.5459732],"study_design_scores_gemma":[0.00000768394,0.000036412945,0.0014582572,0.016132263,0.000046246536,0.00039360384,0.0019637973,0.000044137087,0.00006359257,0.054989535,0.9248379,0.000026635731],"about_ca_topic_score_codex":0.0085339835,"about_ca_topic_score_gemma":0.011810877,"teacher_disagreement_score":0.0085339835,"about_ca_system_score_codex":0.0034048592,"about_ca_system_score_gemma":0.007645737,"threshold_uncertainty_score":0.024704099},"labels":[],"label_agreement":null},{"id":"W4285120999","doi":"10.1016/j.ssaho.2022.100288","title":"Thinking geographically about how people become wiser: An analysis of the spatial dislocations and intercultural encounters of international migrants","year":2022,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Subjectivity; Sociology; Situated; Ethnic group; Phenomenon; Gender studies; Perception; Positivism; Geography; Psychology; Epistemology; Anthropology","score_opus":0.032063596535082076,"score_gpt":0.3183007723723983,"score_spread":0.2862371758373162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285120999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908064,0.00037811985,0.0005893494,0.0013365684,0.000021124713,0.000019718998,0.000024047584,0.000006377599,0.006818335],"genre_scores_gemma":[0.9980292,0.00038112293,0.0002860586,0.00016515085,0.000006996619,0.000017764873,0.00001827512,0.000007647809,0.0010877595],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976037,0.0015321859,0.000086485124,0.00017238573,0.00021532727,0.0003899062],"domain_scores_gemma":[0.99705315,0.0014481145,0.00058417313,0.00016424427,0.00032280618,0.0004274948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032546192,0.00042277743,0.0004829618,0.0018699088,0.012849949,0.006216356,0.0012009415,0.001176502,0.0017025206],"category_scores_gemma":[0.0058266735,0.0003008156,0.00029132032,0.0022785554,0.01797497,0.0042569875,0.006096929,0.0019849818,0.0001678106],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039353295,0.0000018147102,0.0016186279,0.000013065726,0.0000011326832,0.00016072305,0.99672544,0.000007516781,0.00008248977,0.00055599253,0.00006860461,0.0007606235],"study_design_scores_gemma":[2.807096e-7,0.000001964415,0.0012523632,0.000012988878,9.1413926e-7,0.000027324088,0.9972573,0.0000055800465,0.0000136541175,0.00009137863,0.0013345544,0.0000017079037],"about_ca_topic_score_codex":0.10985245,"about_ca_topic_score_gemma":0.2313898,"teacher_disagreement_score":0.10985245,"about_ca_system_score_codex":0.007670965,"about_ca_system_score_gemma":0.007833425,"threshold_uncertainty_score":0.21842605},"labels":[],"label_agreement":null},{"id":"W4285202453","doi":"10.1016/j.ssaho.2022.100295","title":"Interdisciplinary mixed methods systematic reviews: Reflections on methodological best practices, theoretical considerations, and practical implications across disciplines","year":2022,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Systematic review; Engineering ethics; Value (mathematics); Management science; Sociology; Computer science; MEDLINE; Engineering; Political science","score_opus":0.828501912915968,"score_gpt":0.7123379565332525,"score_spread":0.11616395638271548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285202453","genre_codex":"commentary","genre_gemma":"methods","domain_codex":"methods","domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034165815,0.061581455,0.034477685,0.8902183,0.006098271,0.0009072742,0.00008262156,0.0001167539,0.003101123],"genre_scores_gemma":[0.15081517,0.14068496,0.38735265,0.30112347,0.0072340653,0.010273747,0.00018730065,0.00060745137,0.0017212108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.16817555,0.70606935,0.05657928,0.011298907,0.048617754,0.009259119],"domain_scores_gemma":[0.07307106,0.8458589,0.013763998,0.016283479,0.04554397,0.0054786406],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.79582685,0.003175537,0.0067540105,0.011328731,0.018480273,0.05228616,0.0146381715,0.028871428,0.0040935734],"category_scores_gemma":[0.7514639,0.005130863,0.0075490843,0.014861499,0.056095902,0.06392189,0.043041818,0.054298155,0.0011584846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005238912,0.0004308154,0.004912813,0.046020903,0.0011636799,0.0022205058,0.312159,0.0030534503,0.0014179992,0.22932875,0.07354168,0.32522652],"study_design_scores_gemma":[0.00036609074,0.000441532,0.0020699922,0.12991685,0.0006236417,0.0016900771,0.2312155,0.0029221862,0.0015710396,0.3092872,0.31929833,0.000597613],"about_ca_topic_score_codex":0.013299294,"about_ca_topic_score_gemma":0.02663426,"teacher_disagreement_score":0.20417315,"about_ca_system_score_codex":0.043130368,"about_ca_system_score_gemma":0.12620422,"threshold_uncertainty_score":0.31293416},"labels":[],"label_agreement":null},{"id":"W4312406856","doi":"10.1016/j.ssaho.2022.100356","title":"Making the case for place based governance in rural health workforce recruitment and retention: Lessons from Canada and Australia","year":2022,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Winston Churchill Memorial Trust","keywords":"Workforce; Context (archaeology); Corporate governance; Sustainability; Rural area; Economic growth; Rural health; Workforce development; Health care; Public relations; Nursing; Business; Political science; Medicine; Geography","score_opus":0.4718058940992525,"score_gpt":0.5280670073892525,"score_spread":0.05626111329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312406856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74677336,0.004934896,0.0056527434,0.18001668,0.0004878805,0.0005772292,0.00012937511,0.000037266567,0.0613906],"genre_scores_gemma":[0.9826003,0.0025822462,0.00327363,0.0056349398,0.000042002623,0.00014972291,0.000028991639,0.000025042313,0.005663097],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98830265,0.006135301,0.00023187498,0.0004031197,0.0011368367,0.003790233],"domain_scores_gemma":[0.9823903,0.005956293,0.0011899817,0.00077656296,0.0039618197,0.005725064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015523981,0.00030685798,0.0007833186,0.0013462796,0.026214335,0.010434012,0.002855714,0.0028583303,0.0030647554],"category_scores_gemma":[0.021538595,0.0005139474,0.00046987904,0.0027792526,0.018541036,0.005856387,0.014166978,0.0052879993,0.0002154772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007536302,0.0002657914,0.042316336,0.0005903181,0.000032795902,0.0020448463,0.80828685,0.0006359089,0.0004125142,0.04656082,0.008727315,0.09005106],"study_design_scores_gemma":[0.00001927782,0.00009902729,0.03131553,0.0011355566,0.000030365194,0.00026279452,0.90952164,0.0005047814,0.00016889958,0.011175123,0.04570494,0.00006210654],"about_ca_topic_score_codex":0.9170227,"about_ca_topic_score_gemma":0.97298515,"teacher_disagreement_score":0.082977295,"about_ca_system_score_codex":0.051313907,"about_ca_system_score_gemma":0.19364838,"threshold_uncertainty_score":0.37231022},"labels":[],"label_agreement":null},{"id":"W4313527091","doi":"10.1016/j.ssaho.2022.100387","title":"Effects of unpaid caring activities and social norms on women's employment in mangrove areas of Ramsar site 1017 in Benin (West Africa)","year":2022,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Livelihood; Unpaid work; Work (physics); Socioeconomics; Business; Fishing; Affect (linguistics); Household income; Geography; Economic growth; Political science; Sociology; Economics; Agriculture","score_opus":0.03190695915602794,"score_gpt":0.29788713497325586,"score_spread":0.26598017581722794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313527091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999443,0.0000516522,0.0000069186444,0.000058069756,0.0000021387937,0.0000041103885,0.000010307048,3.6104052e-7,0.00042343757],"genre_scores_gemma":[0.9995776,0.000057798214,0.000017125492,0.000015018483,0.0000021960363,0.000007032794,0.000009013242,4.6962776e-7,0.00031390841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935514,0.00031669723,0.000014375341,0.00004398019,0.00004303237,0.00022677147],"domain_scores_gemma":[0.99901986,0.00031343123,0.00024121776,0.000016459891,0.00006839947,0.00034069494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053072145,0.0003088447,0.00024105646,0.0005278171,0.0023399289,0.0009426514,0.00039799977,0.00035180416,0.0031800233],"category_scores_gemma":[0.0010692766,0.00021355499,0.00011800052,0.0005334413,0.0015519919,0.00046417632,0.0009960007,0.0004150071,0.00020006573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000240461,0.0004399932,0.90740097,0.000076163014,0.000027837506,0.0013470971,0.075180404,0.000053547064,0.0011408959,0.00047045242,0.00035080104,0.013271283],"study_design_scores_gemma":[0.0000065477275,0.00019261929,0.84509283,0.000045648365,0.000008178754,0.00012870772,0.15362303,0.00007925968,0.00008780235,0.000068523244,0.000659471,0.0000072925254],"about_ca_topic_score_codex":0.04755096,"about_ca_topic_score_gemma":0.14538829,"teacher_disagreement_score":0.04755096,"about_ca_system_score_codex":0.0015548563,"about_ca_system_score_gemma":0.0010595649,"threshold_uncertainty_score":0.094548404},"labels":[],"label_agreement":null},{"id":"W4321378899","doi":"10.1016/j.ssaho.2023.100449","title":"Effects of non-pharmaceutical interventions on the death rates from COVID-19 in Canada","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Government (linguistics); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mortality rate; Closure (psychology); Demographic economics; Psychological intervention; Social distance; Geography; Demography; Political science; Business; Medicine; Economics; Sociology; Disease; Outbreak; Virology; Infectious disease (medical specialty); Nursing","score_opus":0.6326105210452095,"score_gpt":0.5568841786635162,"score_spread":0.07572634238169329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321378899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754877,0.008926624,0.000280752,0.0034356979,0.00012972699,0.00032935626,0.0049732835,0.00006614379,0.006370536],"genre_scores_gemma":[0.9934116,0.0026947292,0.00040784592,0.000411736,0.000028225411,0.00008084685,0.0008963682,0.000005936245,0.0020626613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751234,0.0006763961,0.000116578056,0.000206511,0.0004804997,0.0010077234],"domain_scores_gemma":[0.99524313,0.0011101445,0.00094810413,0.00012385595,0.0011570774,0.0014176322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015741542,0.00054400787,0.0008724299,0.00069880387,0.0014699838,0.0008254266,0.0012474391,0.0006448391,0.0029891306],"category_scores_gemma":[0.010101919,0.00020414124,0.0009823743,0.0011433755,0.0006841971,0.00026935586,0.0009476163,0.0012113606,0.00013940086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024645034,0.007965065,0.631287,0.0038760786,0.0028875556,0.0003774761,0.0020365804,0.014861024,0.0023750302,0.003757752,0.017728508,0.288203],"study_design_scores_gemma":[0.001097694,0.0031246962,0.9834906,0.0002998797,0.0007748868,0.000030189334,0.0011734888,0.00392424,0.00084994844,0.00032020724,0.00487171,0.000042485688],"about_ca_topic_score_codex":0.98686475,"about_ca_topic_score_gemma":0.99053055,"teacher_disagreement_score":0.04291969,"about_ca_system_score_codex":0.04291969,"about_ca_system_score_gemma":0.08681925,"threshold_uncertainty_score":0.31140566},"labels":[],"label_agreement":null},{"id":"W4361275066","doi":"10.1016/j.ssaho.2023.100511","title":"On the triple exclusion of older adults during COVID-19: Technology, digital literacy and social isolation","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Trent University","keywords":"Pandemic; Digital literacy; Social exclusion; Social isolation; Literacy; Psychology; Precarity; Coronavirus disease 2019 (COVID-19); Exploratory research; Isolation (microbiology); Sociology; Internet privacy; Political science; Gender studies; Medicine; Pedagogy; Computer science; Social science","score_opus":0.04272761270995744,"score_gpt":0.34804006406134247,"score_spread":0.305312451351385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361275066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938992,0.0004758465,0.000083632054,0.002203404,0.000025806112,0.0000139566455,0.000033934986,0.0000020611728,0.0032621843],"genre_scores_gemma":[0.99826705,0.0006361227,0.00007764182,0.00052652875,0.000019591613,0.000013459507,0.000027568905,0.0000015898083,0.0004304675],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990102,0.00037999285,0.000071951115,0.000069488924,0.00015996718,0.00030841862],"domain_scores_gemma":[0.9978237,0.00054226024,0.00056249404,0.00008582749,0.00027727048,0.00070847874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016311279,0.00021191406,0.0003560893,0.0008979149,0.004839444,0.0023768106,0.00040828748,0.0008644702,0.0018764543],"category_scores_gemma":[0.0047169314,0.00018990092,0.00030543658,0.0005976249,0.0023575614,0.0031525237,0.0055661546,0.0022320058,0.00020920261],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007462001,0.00014042504,0.29465443,0.00014202166,0.00003330721,0.0013904744,0.6687493,0.000024541681,0.00051885546,0.0015853961,0.0019996278,0.030687062],"study_design_scores_gemma":[0.000004539236,0.00018342028,0.22208086,0.00033135738,0.000028155602,0.00065714214,0.76801306,0.000056984132,0.00013766227,0.00061594095,0.007867257,0.000023567414],"about_ca_topic_score_codex":0.017770117,"about_ca_topic_score_gemma":0.04672395,"teacher_disagreement_score":0.017770117,"about_ca_system_score_codex":0.001159348,"about_ca_system_score_gemma":0.0019591202,"threshold_uncertainty_score":0.035333335},"labels":[],"label_agreement":null},{"id":"W4366158460","doi":"10.1016/j.ssaho.2023.100525","title":"Exploring students' willingness to provide feedback: A mixed methods research on end-of-term student evaluations of teaching","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Summative assessment; Formative assessment; Set (abstract data type); Interview; Process (computing); Quality (philosophy); Psychology; Perception; Mathematics education; Medical education; Computer science; Medicine","score_opus":0.8405376058943768,"score_gpt":0.6972430548151286,"score_spread":0.14329455107924816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366158460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678195,0.00013922181,0.001819278,0.000074825,0.000009800107,0.0005267509,0.00004741457,0.000007989954,0.00059271464],"genre_scores_gemma":[0.98929566,0.00024409991,0.0064209937,0.00019508446,0.000017976008,0.0029783759,0.0000813631,0.000016303284,0.0007501391],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94695634,0.03757424,0.004657573,0.002398476,0.0067036697,0.0017097512],"domain_scores_gemma":[0.83599067,0.13154553,0.012673501,0.0052975356,0.012203403,0.0022893876],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06448946,0.0006305228,0.0013490545,0.0020532394,0.002107714,0.0040006978,0.0014474225,0.0013337885,0.0017837138],"category_scores_gemma":[0.10077776,0.0007140314,0.0013212815,0.0017052265,0.0017594729,0.0019017328,0.0022725165,0.0016280256,0.0003983139],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034694863,0.012337592,0.28782126,0.0031068851,0.0009739007,0.0005389699,0.4544757,0.0007358304,0.01211792,0.0014769444,0.0006215913,0.22232391],"study_design_scores_gemma":[0.0009009679,0.046273954,0.49717098,0.0023556785,0.0010723883,0.0008243788,0.4041366,0.005365261,0.02608219,0.002682069,0.0126552265,0.00048035194],"about_ca_topic_score_codex":0.0007370207,"about_ca_topic_score_gemma":0.0015814271,"teacher_disagreement_score":0.9355105,"about_ca_system_score_codex":0.0019717633,"about_ca_system_score_gemma":0.0033124068,"threshold_uncertainty_score":0.34105694},"labels":[],"label_agreement":null},{"id":"W4379276122","doi":"10.1016/j.ssaho.2023.100580","title":"Changes in perceptions of teaching quality in secondary schools in Rwanda during the COVID-19 global pandemic and the subsequent closing and reopening of schools","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mastercard Foundation","keywords":"Psychology; Perception; Context (archaeology); Pandemic; Descriptive statistics; Situational ethics; Coronavirus disease 2019 (COVID-19); Social psychology; Medical education; Medicine; Geography; Mathematics; Infectious disease (medical specialty)","score_opus":0.20873302340405747,"score_gpt":0.4294077524596477,"score_spread":0.2206747290555902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379276122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99970883,0.00002403166,0.000024561257,0.000035938923,0.0000016977209,0.0000060362745,0.000019177003,6.055945e-7,0.0001791305],"genre_scores_gemma":[0.999775,0.000030054201,0.000049504193,0.000012294843,0.0000024071983,0.000009099481,0.000019106401,4.9845755e-7,0.00010206775],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991042,0.00032341777,0.000060551236,0.00010154911,0.00013320896,0.0002771427],"domain_scores_gemma":[0.9969067,0.00061654806,0.0016371624,0.00010272871,0.00035438838,0.00038247125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001804419,0.00017820724,0.00020972747,0.00067236274,0.0010426685,0.0011061187,0.00024126777,0.00029165493,0.00091275026],"category_scores_gemma":[0.0038595228,0.0002635819,0.0002380825,0.0006290612,0.0016629077,0.00057619583,0.0009590453,0.00082725496,0.00014582349],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086485954,0.00009550699,0.94862604,0.00005851363,0.00001574753,0.00026995424,0.040354926,0.000076159995,0.0035219688,0.00013930805,0.00021373088,0.006541687],"study_design_scores_gemma":[0.0000018366604,0.00011201272,0.9768593,0.000014123435,0.0000035923324,0.000044053293,0.022413839,0.000027511302,0.00026352642,0.000014749589,0.00024096029,0.0000045422944],"about_ca_topic_score_codex":0.020385386,"about_ca_topic_score_gemma":0.043523975,"teacher_disagreement_score":0.020385386,"about_ca_system_score_codex":0.0017039056,"about_ca_system_score_gemma":0.0013905314,"threshold_uncertainty_score":0.040533483},"labels":[],"label_agreement":null},{"id":"W4386939193","doi":"10.1016/j.ssaho.2023.100674","title":"Exploring teachers’ emotions in Eastern Canada: Understanding positive, neutral and negative experiences","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Gratitude; Intrapersonal communication; Psychology; Perspective (graphical); Thematic analysis; Social psychology; Educational psychology; Task (project management); Interpersonal communication; Pedagogy; Qualitative research; Sociology","score_opus":0.6608837776165667,"score_gpt":0.4741959550168497,"score_spread":0.186687822599717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386939193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99598926,0.00012276582,0.00006112864,0.0003789092,0.000007815383,0.000009554552,0.00003237113,0.000003087336,0.0033951746],"genre_scores_gemma":[0.9967734,0.00021797913,0.00008476472,0.00016085853,0.0000032174974,0.000007930278,0.000022526097,0.000004999666,0.0027243225],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99847454,0.0003377283,0.000059120423,0.00009784583,0.0004102902,0.000620474],"domain_scores_gemma":[0.9967429,0.00067363057,0.00050764886,0.00005923453,0.0008659954,0.0011506894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014155236,0.00026376086,0.000357884,0.00095413055,0.014211593,0.0035124198,0.00075293327,0.0006269971,0.0017973481],"category_scores_gemma":[0.0039946395,0.00035818815,0.00018922602,0.0015803463,0.0047132284,0.0010319292,0.0030594482,0.0017418202,0.00020180034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065316,0.000048599784,0.08980873,0.0000418434,0.000005767172,0.00076900935,0.89916056,0.00004218518,0.0011645836,0.00035662504,0.00062181026,0.0079148915],"study_design_scores_gemma":[0.0000025838713,0.000027075781,0.06804625,0.000031581192,0.0000045207457,0.000094147086,0.9271384,0.000040453524,0.00018981706,0.000051336625,0.0043567605,0.00001703099],"about_ca_topic_score_codex":0.95376277,"about_ca_topic_score_gemma":0.9836646,"teacher_disagreement_score":0.04623723,"about_ca_system_score_codex":0.032292854,"about_ca_system_score_gemma":0.030804165,"threshold_uncertainty_score":0.23430216},"labels":[],"label_agreement":null},{"id":"W4389087182","doi":"10.1016/j.ssaho.2023.100747","title":"Comparison of the elementary music curricula in Ontario, Canada, and Turkey","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Music Education and Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Context (archaeology); Class (philosophy); Mathematics education; Psychology; Music education; Pedagogy; Sociology; Geography; Computer science","score_opus":0.16929193170700102,"score_gpt":0.40593179408391195,"score_spread":0.23663986237691093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389087182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96906227,0.00054116605,0.00015486011,0.00044080673,0.000020797637,0.00008399028,0.000780841,0.000028974708,0.028886354],"genre_scores_gemma":[0.9866267,0.0008024166,0.0004930132,0.00010858524,0.0000065379877,0.000043381126,0.0009528824,0.000017385952,0.010949122],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99879766,0.00006422293,0.00004914488,0.00009713303,0.0005851255,0.00040665388],"domain_scores_gemma":[0.9968341,0.0001673393,0.0002547117,0.000057496014,0.0015263731,0.0011600549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065476116,0.00024724184,0.00020316568,0.0022386613,0.002630648,0.0014873652,0.00066600344,0.00025635888,0.0026932287],"category_scores_gemma":[0.0028703287,0.00022613512,0.00023962243,0.0042493357,0.0008017699,0.00032677487,0.00087059016,0.00031385335,0.0002747183],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006933991,0.00043216432,0.7160083,0.0005906747,0.00008084086,0.0012181492,0.040420163,0.0012484671,0.0057695373,0.006649798,0.010907154,0.21598138],"study_design_scores_gemma":[0.0000130533135,0.000055702338,0.9638143,0.00007970892,0.000015185128,0.00006509587,0.016157283,0.00022074195,0.0004292568,0.000060333798,0.019072264,0.000017101373],"about_ca_topic_score_codex":0.9744539,"about_ca_topic_score_gemma":0.99369085,"teacher_disagreement_score":0.05345272,"about_ca_system_score_codex":0.05345272,"about_ca_system_score_gemma":0.094085746,"threshold_uncertainty_score":0.3878284},"labels":[],"label_agreement":null},{"id":"W4389802942","doi":"10.1016/j.ssaho.2023.100773","title":"Conceptualizing risk for pregnant Indigenous Peoples accessing maternity care in Canada: A critical interpretive synthesis","year":2023,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; McMaster University; Carleton University","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Commission; Racism; Economic Justice; Colonialism; Criminology; Sociology; Medicine; Political science; Nursing; Gender studies; Law","score_opus":0.06461221452801924,"score_gpt":0.38451836671115364,"score_spread":0.3199061521831344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389802942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44569692,0.21769632,0.017199835,0.20909843,0.0034516905,0.0036569815,0.0026000205,0.0001757745,0.10042399],"genre_scores_gemma":[0.94954884,0.03309992,0.0061775027,0.0071339426,0.00015558545,0.0010551004,0.0003048122,0.0000861259,0.0024382044],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9667463,0.01961748,0.0021729572,0.0020418486,0.0050208922,0.0044005425],"domain_scores_gemma":[0.9155597,0.058346637,0.0034386895,0.0014432607,0.018004717,0.0032069876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06977932,0.0017479447,0.0021014812,0.011314629,0.0376526,0.024854206,0.0063194796,0.003346221,0.0024015184],"category_scores_gemma":[0.072118156,0.00079413416,0.0013213897,0.013347265,0.045565587,0.007733905,0.010854887,0.009071238,0.00013160429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015275366,0.000006567053,0.0014771693,0.001269936,0.000024866971,0.0003020218,0.9772084,0.00012395812,0.00005883186,0.012778619,0.0019640736,0.0047701853],"study_design_scores_gemma":[0.000004208007,0.0000057713346,0.0021164466,0.0071473354,0.00006422074,0.00006221906,0.9625766,0.00015196619,0.00007159772,0.0038498028,0.023912868,0.000036967216],"about_ca_topic_score_codex":0.97487193,"about_ca_topic_score_gemma":0.9764483,"teacher_disagreement_score":0.31645542,"about_ca_system_score_codex":0.31645542,"about_ca_system_score_gemma":0.4231986,"threshold_uncertainty_score":0.79281485},"labels":[],"label_agreement":null},{"id":"W4398169335","doi":"10.1016/j.ssaho.2024.100942","title":"Examining teacher candidates’ self-determined motivation to develop self-regulated learning promoting practices","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Psychology; Self-regulated learning; Mathematics education; Applied psychology; Social psychology; Pedagogy","score_opus":0.21264873934128567,"score_gpt":0.452538118824196,"score_spread":0.2398893794829103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398169335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984688,0.000023462491,0.00019767304,0.00007059638,0.000005576392,0.000037494243,0.000013887974,0.000002655918,0.0011797418],"genre_scores_gemma":[0.9983156,0.000043287717,0.0003147518,0.000022298042,0.0000044170565,0.000076634875,0.000042610267,0.0000026366622,0.0011778852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967541,0.0012252574,0.00030284186,0.00024240266,0.0008731761,0.00060205645],"domain_scores_gemma":[0.98788095,0.0029538453,0.0035534655,0.000495698,0.0030512984,0.0020647512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005689216,0.00020206989,0.00032661727,0.0014746042,0.0018392605,0.0026584412,0.000510987,0.0006029242,0.0018850734],"category_scores_gemma":[0.016061941,0.00026550633,0.0003724619,0.0006249981,0.00095734186,0.00058185705,0.0015539468,0.0009093237,0.00052835624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025295862,0.0010515737,0.7600283,0.00022593621,0.000039954837,0.0009970133,0.18478146,0.00025726357,0.0047632703,0.0017287111,0.0011133805,0.044760104],"study_design_scores_gemma":[0.00003047185,0.0012685204,0.7038276,0.0001430423,0.00003340307,0.00075763394,0.28121385,0.0010311705,0.00222407,0.00038537208,0.009014281,0.000070568654],"about_ca_topic_score_codex":0.0014695522,"about_ca_topic_score_gemma":0.0026966045,"teacher_disagreement_score":0.005689216,"about_ca_system_score_codex":0.0009303945,"about_ca_system_score_gemma":0.0018188527,"threshold_uncertainty_score":0.030087829},"labels":[],"label_agreement":null},{"id":"W4399660298","doi":"10.1016/j.ssaho.2024.100963","title":"A qualitative system review: To lead public policy advancement for workplace psychological violence injury","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Lead (geology); Qualitative research; Workplace violence; Psychology; Public policy; Forensic engineering; Political science; Medicine; Injury prevention; Medical emergency; Poison control; Engineering; Sociology; Social science","score_opus":0.24216674270471827,"score_gpt":0.542334284482042,"score_spread":0.30016754177732374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399660298","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021688849,0.02070169,0.09857439,0.8012392,0.0070803976,0.01172715,0.0015579133,0.0005254303,0.036905013],"genre_scores_gemma":[0.4303916,0.031945728,0.36027926,0.12127426,0.0011981447,0.036268104,0.0014404622,0.00076508644,0.016437318],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.50147694,0.46310082,0.011213241,0.003249539,0.015554871,0.005404612],"domain_scores_gemma":[0.4614574,0.38687414,0.013914455,0.024498045,0.10266431,0.01059169],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3633955,0.00089603127,0.0023112723,0.009346742,0.02039595,0.018560205,0.006427783,0.006645169,0.009699312],"category_scores_gemma":[0.35101292,0.0015852986,0.001941755,0.011322911,0.01811812,0.022928352,0.019590268,0.008588267,0.0016718077],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012173209,0.00024043345,0.004787104,0.019084087,0.00021730251,0.0007134244,0.51217055,0.0012088602,0.0012568118,0.16728431,0.13388114,0.15903421],"study_design_scores_gemma":[0.000086561464,0.00010705491,0.0012951569,0.020545699,0.00013915254,0.0001641453,0.5427712,0.0010820491,0.00092210516,0.058314696,0.3744663,0.00010580486],"about_ca_topic_score_codex":0.0464181,"about_ca_topic_score_gemma":0.07087777,"teacher_disagreement_score":0.3633955,"about_ca_system_score_codex":0.0745263,"about_ca_system_score_gemma":0.26664853,"threshold_uncertainty_score":0.7850467},"labels":[],"label_agreement":null},{"id":"W4399989040","doi":"10.1016/j.ssaho.2024.100978","title":"Water is more than a resource: Indigenous Peoples and the right to water","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Indigenous; Resource (disambiguation); Geography; Political science; Water resource management; Natural resource economics; Environmental science; Ecology; Economics; Computer science; Biology","score_opus":0.024783937953412466,"score_gpt":0.3058316566529704,"score_spread":0.2810477186995579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399989040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6149596,0.008963259,0.0020193004,0.17368329,0.0005003308,0.000028559733,0.00003259789,0.000016614289,0.19979645],"genre_scores_gemma":[0.9914492,0.001680224,0.00026274455,0.0026238998,0.00007186572,0.0000078860385,0.0000046837845,0.0000046150362,0.0038948548],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668545,0.0015675882,0.00008101572,0.00022071009,0.0005502456,0.0008950548],"domain_scores_gemma":[0.99790215,0.0010010231,0.00027415506,0.00013994167,0.00023148165,0.00045122489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047105136,0.00015429393,0.00027967663,0.0006638434,0.012377767,0.0045252107,0.0006720905,0.0024325356,0.0031457278],"category_scores_gemma":[0.004309154,0.00019287008,0.00021625437,0.0009340175,0.03189158,0.0062761176,0.006012916,0.00409047,0.00015912829],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016373075,0.000037835165,0.0029372473,0.00009410344,0.000009884192,0.00077406544,0.69480515,0.0001489263,0.00046778,0.28264695,0.0032212625,0.014840378],"study_design_scores_gemma":[0.000011000291,0.000048229555,0.007642957,0.00035103946,0.00002025974,0.0004974375,0.6852855,0.0003059636,0.00031096456,0.17687958,0.12859482,0.000052304076],"about_ca_topic_score_codex":0.10546095,"about_ca_topic_score_gemma":0.09513943,"teacher_disagreement_score":0.10546095,"about_ca_system_score_codex":0.004712821,"about_ca_system_score_gemma":0.007899855,"threshold_uncertainty_score":0.2096942},"labels":[],"label_agreement":null},{"id":"W4400725514","doi":"10.1016/j.ssaho.2024.101031","title":"Understanding the similarities and differences of dominant language ideology in Canada, India, and Bangladesh: A comparative policy analysis","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ideology; Language policy; Linguistics; Sociology; Political science; Development economics; Geography; Economics; Philosophy; Law; Politics","score_opus":0.32088761790684717,"score_gpt":0.48542439160533823,"score_spread":0.16453677369849107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400725514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96134996,0.0030235257,0.00013545481,0.0020793008,0.000018025437,0.000108495595,0.00083667296,0.0000066324396,0.03244189],"genre_scores_gemma":[0.9930593,0.004088403,0.00026437466,0.00023257539,0.000004168,0.00006927277,0.00032979366,0.000004894711,0.0019472945],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99738616,0.0003950319,0.00007057776,0.000118351054,0.0005962853,0.0014336152],"domain_scores_gemma":[0.996002,0.0014156783,0.00048401995,0.000106189495,0.001228718,0.00076325587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020972397,0.00025426084,0.00046762303,0.0050742463,0.008450812,0.0040025604,0.0009673767,0.0005326061,0.0035784626],"category_scores_gemma":[0.00575455,0.00021780594,0.0002893997,0.011942668,0.0032299305,0.001207092,0.0022349153,0.0013633955,0.00013941868],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059769157,0.0005208579,0.546857,0.0018059682,0.0002812363,0.003370444,0.18084341,0.0017109475,0.0019923993,0.12878428,0.0076258746,0.12561],"study_design_scores_gemma":[0.000024055058,0.00009158373,0.551432,0.0008288223,0.0001347505,0.00021258954,0.41017556,0.00053111976,0.0003398808,0.0017770274,0.034386322,0.00006623383],"about_ca_topic_score_codex":0.98124665,"about_ca_topic_score_gemma":0.9898074,"teacher_disagreement_score":0.0926734,"about_ca_system_score_codex":0.0926734,"about_ca_system_score_gemma":0.1218464,"threshold_uncertainty_score":0.6723957},"labels":[],"label_agreement":null},{"id":"W4401107666","doi":"10.1016/j.ssaho.2024.101039","title":"Systematic review of methods to discern antagonistic ties in social networks in community settings","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpersonal ties; Psychology; Generalizability theory; Comparability; Social psychology; Systematic review; Guideline; Applied psychology; Medicine; MEDLINE; Developmental psychology; Political science","score_opus":0.20117484954392267,"score_gpt":0.5536417458512346,"score_spread":0.3524668963073119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401107666","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016044244,0.9756329,0.0042441576,0.0009825255,0.00054215855,0.012729438,0.0030943304,0.00006656937,0.0011035769],"genre_scores_gemma":[0.023305641,0.91033274,0.020075344,0.001527366,0.0002642405,0.04151261,0.002397642,0.000057933277,0.000526525],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.88620365,0.046440907,0.048812088,0.0047018025,0.012930524,0.0009111521],"domain_scores_gemma":[0.73162824,0.21324286,0.031984817,0.005636819,0.016352247,0.0011550399],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08071401,0.003271362,0.015737517,0.038320612,0.0019989887,0.0064200494,0.005150404,0.0030543678,0.00889036],"category_scores_gemma":[0.2756515,0.002186605,0.013888828,0.028935503,0.0030160546,0.006723684,0.0046737012,0.002266718,0.00089115393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010553855,0.000011007946,0.00048628365,0.96329135,0.0062165167,0.000055896566,0.0003350562,0.00007676248,0.00006127549,0.00038167633,0.0011142083,0.027864574],"study_design_scores_gemma":[0.00019841203,0.00008940419,0.0014247108,0.9546991,0.029291362,0.00011952154,0.000344523,0.00008179308,0.00012292924,0.0006532934,0.012929942,0.000044925335],"about_ca_topic_score_codex":0.011159704,"about_ca_topic_score_gemma":0.028849676,"teacher_disagreement_score":0.919286,"about_ca_system_score_codex":0.010658015,"about_ca_system_score_gemma":0.03516008,"threshold_uncertainty_score":0.42686158},"labels":[],"label_agreement":null},{"id":"W4402564474","doi":"10.1016/j.ssaho.2024.101132","title":"Responses to alcohol and pregnancy policy pilot: Midwives’ views about proposals to manage risks associated with prenatal alcohol exposure","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pacific Centre for Reproductive Medicine","funders":"University of Southampton; Royal College of Midwives","keywords":"Alcohol; Prenatal alcohol exposure; Pregnancy; Medicine; Obstetrics; Environmental health; Chemistry; Biology","score_opus":0.14705303394168645,"score_gpt":0.4048294368488581,"score_spread":0.25777640290717163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402564474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7409654,0.0034709754,0.0026111733,0.23913021,0.00218903,0.00047373385,0.00026839605,0.000082217935,0.010808978],"genre_scores_gemma":[0.94883496,0.003325499,0.002459619,0.039842818,0.0005279588,0.0007080173,0.00007944613,0.00006795148,0.004153692],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9321524,0.052289102,0.0045508607,0.0015398704,0.00442381,0.0050439057],"domain_scores_gemma":[0.8603833,0.11247721,0.010298925,0.0021929978,0.007348895,0.007298614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06416267,0.0005415636,0.00073194166,0.0008161304,0.0074260286,0.0049212356,0.001766748,0.0095241675,0.00324287],"category_scores_gemma":[0.1521661,0.0014078377,0.00069317955,0.0008501512,0.005397505,0.004785231,0.010522958,0.013376201,0.00057818874],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027408195,0.000081745224,0.0114457095,0.0009689205,0.000021678346,0.0033090198,0.945996,0.00026001106,0.0028762564,0.0027758647,0.007970123,0.024020592],"study_design_scores_gemma":[0.00002117752,0.00035632492,0.006204146,0.0009956503,0.000015007019,0.0006738259,0.9422387,0.00015972245,0.00069247733,0.0008112621,0.04775396,0.0000777107],"about_ca_topic_score_codex":0.0112088155,"about_ca_topic_score_gemma":0.008888645,"teacher_disagreement_score":0.06416267,"about_ca_system_score_codex":0.009105037,"about_ca_system_score_gemma":0.009666405,"threshold_uncertainty_score":0.3393287},"labels":[],"label_agreement":null},{"id":"W4403013371","doi":"10.1016/j.ssaho.2024.101151","title":"Mixed methods study supporting the piloting and scaling of a Gender-Responsive Play-Based Learning training package for pre-primary teachers in Rwanda and Mozambique","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Training (meteorology); Psychology; Mathematics education; Medical education; Medicine; Geography","score_opus":0.18466593004538326,"score_gpt":0.46540127294656514,"score_spread":0.28073534290118185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403013371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634488,0.0007365165,0.0061048237,0.0005817813,0.000114886,0.0236026,0.00096907525,0.000051672727,0.0043898807],"genre_scores_gemma":[0.92052966,0.0011499877,0.033238757,0.0010765652,0.00006273881,0.038232893,0.0004690453,0.000033216358,0.005207029],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99436635,0.0037078399,0.00036585116,0.0004905266,0.0006066847,0.00046280285],"domain_scores_gemma":[0.98653376,0.007830179,0.0013097564,0.0008856679,0.002779079,0.0006615783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012162554,0.0005272565,0.0007178071,0.0008884176,0.0023973808,0.0013978647,0.0009921087,0.00093683694,0.0033762853],"category_scores_gemma":[0.0115345735,0.00043263394,0.0007691082,0.0007353997,0.0010182002,0.0005962308,0.0010087206,0.001051397,0.00040723349],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007774577,0.049787182,0.13160232,0.012790945,0.0009542582,0.005053596,0.19847935,0.002164001,0.030026909,0.0058398894,0.0086114975,0.5469155],"study_design_scores_gemma":[0.0049190857,0.13744284,0.45436898,0.0061865104,0.0013866154,0.0011745912,0.26782048,0.0030511431,0.017847093,0.0033065674,0.10222215,0.0002740012],"about_ca_topic_score_codex":0.009552495,"about_ca_topic_score_gemma":0.021212198,"teacher_disagreement_score":0.012162554,"about_ca_system_score_codex":0.002768691,"about_ca_system_score_gemma":0.0060165767,"threshold_uncertainty_score":0.06432247},"labels":[],"label_agreement":null},{"id":"W4403261831","doi":"10.1016/j.ssaho.2024.101126","title":"Beliefs and factors influencing teachers’ deployment of social media in instructional delivery in public basic schools in a developing and low-tech country","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Software deployment; Social media; Business; Public relations; Psychology; Sociology; Marketing; Political science; Computer science","score_opus":0.08592400524264829,"score_gpt":0.3387627521099307,"score_spread":0.25283874686728236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403261831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99930954,0.00005141718,0.00003535968,0.000113552356,0.0000019830452,0.0000048219467,0.000003838888,7.4406694e-7,0.0004786289],"genre_scores_gemma":[0.9996629,0.00007128586,0.000042261825,0.000025188707,0.0000013208956,0.0000036505617,0.0000030171395,7.563024e-7,0.00018963988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828327,0.00085150305,0.00010247615,0.00012527246,0.00026395862,0.0003735819],"domain_scores_gemma":[0.9907154,0.0047697197,0.0026887895,0.00016892071,0.0006199811,0.0010370706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033019218,0.00024847186,0.0002490254,0.0010553986,0.0014875316,0.0021238865,0.000342585,0.00057128683,0.0019005772],"category_scores_gemma":[0.008194569,0.00042764735,0.00018623874,0.0008314225,0.0021308376,0.0010621591,0.000950634,0.00073728844,0.00019811504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074650365,0.00040730534,0.6488336,0.00011799924,0.000018743944,0.00066468935,0.3317954,0.0000692899,0.0012482123,0.0005886199,0.00025555672,0.015925974],"study_design_scores_gemma":[0.000011211282,0.00032913536,0.45178804,0.00018178775,0.000026792017,0.00023790429,0.5446549,0.00017613157,0.0004011005,0.00018218606,0.0019930105,0.00001784808],"about_ca_topic_score_codex":0.014182749,"about_ca_topic_score_gemma":0.024938196,"teacher_disagreement_score":0.014182749,"about_ca_system_score_codex":0.0017400334,"about_ca_system_score_gemma":0.0018888463,"threshold_uncertainty_score":0.028200388},"labels":[],"label_agreement":null},{"id":"W4403709838","doi":"10.1016/j.ssaho.2024.101187","title":"Determinants of participation in charcoal production and its distributive impact on household welfare in rural Ethiopia","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"Addis Ababa University; Aksum University","keywords":"Distributive property; Welfare; Production (economics); Charcoal; Economics; Business; Socioeconomics; Mathematics; Microeconomics; Market economy; Chemistry","score_opus":0.0676651507198102,"score_gpt":0.34823859160471393,"score_spread":0.2805734408849037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403709838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99928457,0.0000407862,0.00008351077,0.00004391179,7.446056e-7,0.000004346418,0.00006606693,6.675766e-7,0.00047545403],"genre_scores_gemma":[0.9997286,0.000036151003,0.00003995854,0.0000056988424,0.0000010746437,0.0000028293819,0.000023497023,3.0834133e-7,0.0001619374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995172,0.0002376887,0.0000191499,0.00003653291,0.000041393738,0.00014808154],"domain_scores_gemma":[0.9990909,0.00038551106,0.0002596471,0.000034968318,0.000083460596,0.00014550054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073853415,0.00014310067,0.00012796292,0.00035847968,0.00026931966,0.00055176346,0.00019666302,0.00017720819,0.0018063671],"category_scores_gemma":[0.0013227995,0.000083265375,0.00021257802,0.00047613014,0.0002497156,0.00023767268,0.00045616349,0.00025875456,0.00013331014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014728066,0.00029094872,0.98136663,0.000056381687,0.000080428224,0.0005063543,0.0017566044,0.0015202208,0.0011490226,0.00084381277,0.0003078845,0.011974461],"study_design_scores_gemma":[0.0000035738262,0.00007805333,0.9927861,0.000034475794,0.000020714366,0.00011542477,0.0045055873,0.0011488085,0.00019899214,0.00036103575,0.0007411591,0.0000060252355],"about_ca_topic_score_codex":0.0056727985,"about_ca_topic_score_gemma":0.0070199217,"teacher_disagreement_score":0.0056727985,"about_ca_system_score_codex":0.00037940897,"about_ca_system_score_gemma":0.0003364859,"threshold_uncertainty_score":0.011279583},"labels":[],"label_agreement":null},{"id":"W4403984483","doi":"10.1016/j.ssaho.2024.101198","title":"Logistic regression of post-pandemic organizational commitment in teachers, principals, and educational assistants: Separate but together","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"Canadian Mental Health Association; World Health Organization","keywords":"Organizational commitment; Logistic regression; Psychology; Pandemic; Social psychology; Coronavirus disease 2019 (COVID-19); Mathematics; Statistics; Medicine","score_opus":0.14144795165137575,"score_gpt":0.47869305527852,"score_spread":0.33724510362714427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403984483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99627006,0.00018299566,0.0010124719,0.00043530032,0.0001261686,0.000028613844,0.0010317261,0.000036917783,0.0008757114],"genre_scores_gemma":[0.9947279,0.00007288613,0.00039054753,0.000097181175,0.00005736315,0.00007829085,0.0012646158,0.00004099978,0.003270278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9887,0.006064465,0.0006180331,0.0017366485,0.0007163163,0.002164461],"domain_scores_gemma":[0.96108586,0.02186619,0.0051055923,0.0046285605,0.0028685536,0.0044452846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010375312,0.0012654972,0.00129138,0.00102289,0.0016055751,0.0027963505,0.0039903866,0.0023016776,0.010380357],"category_scores_gemma":[0.03819663,0.0011635637,0.0033564782,0.001515663,0.0009503895,0.0025401784,0.003689847,0.0073109167,0.002459261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010542108,0.0003038163,0.9915724,0.00002923271,0.00088596385,0.00009992577,0.0007750398,0.0006585931,0.00012235108,0.000212495,0.0012012817,0.0030846435],"study_design_scores_gemma":[0.0000815387,0.0008249537,0.9750888,0.000095806514,0.0006427117,0.00031435446,0.008109249,0.012551977,0.0003445535,0.00055851456,0.0013259213,0.0000616331],"about_ca_topic_score_codex":0.045028664,"about_ca_topic_score_gemma":0.026539966,"teacher_disagreement_score":0.045028664,"about_ca_system_score_codex":0.00094471447,"about_ca_system_score_gemma":0.0028758775,"threshold_uncertainty_score":0.08953315},"labels":[],"label_agreement":null},{"id":"W4404200135","doi":"10.1016/j.ssaho.2024.101195","title":"Beyond backlash: #MeToo and female unemployment trends","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"American University of Sharjah","keywords":"Backlash; Unemployment; Economics; Psychology; Keynesian economics; Computer science; Artificial intelligence; Economic growth","score_opus":0.09347975377504787,"score_gpt":0.3653744136865925,"score_spread":0.27189465991154466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404200135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939268,0.00047440405,0.000230204,0.0017669057,0.000043547756,0.0000075737535,0.0004782238,0.0000047361004,0.0030676425],"genre_scores_gemma":[0.9989077,0.0001056172,0.000042413383,0.00011559859,0.000029144203,0.0000068432464,0.00015006278,0.0000019200113,0.00064077025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957794,0.00016718303,0.000019170251,0.00005749691,0.000049239592,0.00012904275],"domain_scores_gemma":[0.9987632,0.00039981774,0.0005120833,0.000056404555,0.0001128069,0.00015580689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088505703,0.00011027649,0.0001834131,0.00052125484,0.0006860233,0.0009968627,0.00025376654,0.00051180035,0.0025338058],"category_scores_gemma":[0.005001022,0.000057185356,0.00019155984,0.00075546646,0.00048073672,0.0008858437,0.00072114344,0.0006160394,0.0002755714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001632552,0.00009155779,0.9673845,0.00004745057,0.000040824507,0.0001260103,0.0042777928,0.00023884336,0.0002723549,0.0021561934,0.002061435,0.023139704],"study_design_scores_gemma":[0.0000036199879,0.00012886678,0.9780968,0.00008719763,0.000019314934,0.0000575312,0.01285582,0.000911858,0.0002294341,0.00055712066,0.0070424904,0.000009998358],"about_ca_topic_score_codex":0.024812525,"about_ca_topic_score_gemma":0.035169084,"teacher_disagreement_score":0.024812525,"about_ca_system_score_codex":0.0006574481,"about_ca_system_score_gemma":0.00049610477,"threshold_uncertainty_score":0.049336195},"labels":[],"label_agreement":null},{"id":"W4404203587","doi":"10.1016/j.ssaho.2024.101207","title":"Integrating educational theories with virtual reality: Enhancing engineering education and VR laboratories","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Virtual reality; Human–computer interaction; Computer science; Artificial reality; Multimedia; Engineering ethics; Computer-mediated reality; Engineering; Mixed reality","score_opus":0.029906645216524502,"score_gpt":0.3289172768473792,"score_spread":0.29901063163085473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404203587","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08911768,0.046920903,0.4982326,0.031153183,0.0010544128,0.00046823788,0.00007725398,0.0007569487,0.3322187],"genre_scores_gemma":[0.7576192,0.047437243,0.17583823,0.0032281133,0.00032710622,0.00048935885,0.0000919172,0.000120157,0.014848741],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661404,0.002139126,0.000116995194,0.00021163345,0.00073514826,0.00018301868],"domain_scores_gemma":[0.9932011,0.00516817,0.00042945394,0.00043215317,0.0005335041,0.00023571891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041347984,0.0008354504,0.00042623142,0.002589767,0.00087540597,0.0077699083,0.0017264246,0.0018994766,0.0040813503],"category_scores_gemma":[0.007214572,0.00034440588,0.0009711939,0.001344293,0.0059548137,0.007894371,0.0053782384,0.0021684088,0.0008920378],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028211709,0.00044701074,0.0029299273,0.0033189014,0.00005731362,0.00032525093,0.01300126,0.0038080541,0.0024009643,0.511085,0.0037522528,0.45884597],"study_design_scores_gemma":[0.00008440408,0.00080031424,0.0075009363,0.0089489035,0.00024263246,0.0016458532,0.032352656,0.011704913,0.00857761,0.5094577,0.4185161,0.000167953],"about_ca_topic_score_codex":0.00088520494,"about_ca_topic_score_gemma":0.0012326109,"teacher_disagreement_score":0.0077699083,"about_ca_system_score_codex":0.0017827911,"about_ca_system_score_gemma":0.003415461,"threshold_uncertainty_score":0.021867216},"labels":[],"label_agreement":null},{"id":"W4404873866","doi":"10.1016/j.ssaho.2024.101239","title":"Not all informal payments are bad: Instrumental variable investigation of the effect of sand-the-wheels, cultural norm, and grease-the-wheels types of payments on life satisfaction","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Instrumental variable; Payment; Grease; Norm (philosophy); Variable (mathematics); Economics; Microeconomics; Social psychology; Psychology; Econometrics; Mathematics; Materials science; Political science; Mathematical analysis; Composite material; Finance; Law","score_opus":0.06050224151654855,"score_gpt":0.3426056959781367,"score_spread":0.2821034544615882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404873866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978397,0.00003481007,0.000905589,0.00014735092,0.0000070408028,0.00002877101,0.000037712784,0.0000031680108,0.000995884],"genre_scores_gemma":[0.9992919,0.00002011101,0.00044042405,0.000036084144,0.0000064087185,0.000034303677,0.000028708873,0.0000010354022,0.00014101359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916129,0.0067651044,0.00026544122,0.0003501716,0.00060580816,0.00040049743],"domain_scores_gemma":[0.9108875,0.06622588,0.016143963,0.003923329,0.0012547787,0.0015644929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0081678685,0.0003760768,0.00064813974,0.00068179757,0.000945329,0.0017000791,0.0006131636,0.00068245083,0.0025720764],"category_scores_gemma":[0.03469903,0.00018889071,0.00058618793,0.0009316541,0.0023127387,0.00075629377,0.0013808768,0.001378339,0.00011816547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016153818,0.0017022575,0.9500894,0.000119667384,0.0006592681,0.00013436549,0.0034028692,0.0030806225,0.0010588217,0.012904046,0.00036077658,0.02487262],"study_design_scores_gemma":[0.0001730636,0.0017272978,0.9647924,0.000093495706,0.0003340227,0.00006850201,0.008035734,0.012924686,0.0014442729,0.009012639,0.0013403215,0.00005343507],"about_ca_topic_score_codex":0.0018236699,"about_ca_topic_score_gemma":0.0021651192,"teacher_disagreement_score":0.0081678685,"about_ca_system_score_codex":0.00072044315,"about_ca_system_score_gemma":0.0009902725,"threshold_uncertainty_score":0.04319632},"labels":[],"label_agreement":null},{"id":"W4406763483","doi":"10.1016/j.ssaho.2026.102965","title":"Perceived Weight, Weight Stigma, and Disordered Eating Among Students in Health-Related University Programs","year":2025,"lang":"en","type":"preprint","venue":"Social Sciences & Humanities Open","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Stigma (botany); Weight stigma; Disordered eating; Psychology; Eating disorders; Social psychology; Clinical psychology; Medicine; Psychiatry; Obesity; Overweight","score_opus":0.06758036128358874,"score_gpt":0.37261206943157643,"score_spread":0.3050317081479877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406763483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997594,0.000028163595,0.00000810149,0.000040805968,0.0000018387542,0.0000025875627,0.0000050324265,3.5312397e-7,0.00015390203],"genre_scores_gemma":[0.9998417,0.000032144988,0.000012200046,0.00001711033,0.000002049289,0.0000017783129,0.00000944241,2.4427717e-7,0.000083344596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996438,0.00008789166,0.00001979182,0.000026922906,0.00009274377,0.00012886248],"domain_scores_gemma":[0.9981078,0.00023270167,0.0006339335,0.000059328144,0.00011955677,0.00084665365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007659252,0.00017342884,0.00022178507,0.0005407386,0.00093700475,0.0010171124,0.00021276479,0.00035442758,0.0016100691],"category_scores_gemma":[0.0031160703,0.00018995996,0.00025320513,0.00044649665,0.000766123,0.00038591714,0.0010441059,0.0009246014,0.00009074873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035026802,0.00026802442,0.99427396,0.000009164638,0.000014732727,0.000035741356,0.0019888615,0.000015732116,0.00019541598,0.00004655696,0.000061553845,0.0030551765],"study_design_scores_gemma":[0.0000029666626,0.00006520697,0.9951597,0.00001270767,0.000006454401,0.00003499564,0.004441856,0.00008091222,0.00003823036,0.00003626837,0.000117891854,0.0000028074005],"about_ca_topic_score_codex":0.018094895,"about_ca_topic_score_gemma":0.038530465,"teacher_disagreement_score":0.018094895,"about_ca_system_score_codex":0.00081824546,"about_ca_system_score_gemma":0.001111062,"threshold_uncertainty_score":0.03597915},"labels":[],"label_agreement":null},{"id":"W4407070145","doi":"10.1016/j.ssaho.2025.101289","title":"Who transitions into post-secondary education and why? A systematic review of the Canadian landscape","year":2025,"lang":"en","type":"review","venue":"Social Sciences & Humanities Open","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; McMaster University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Systematic review; Geography; Environmental planning; Political science; MEDLINE","score_opus":0.08200039751926692,"score_gpt":0.4304254156438505,"score_spread":0.3484250181245836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407070145","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006728082,0.9976057,0.00004925965,0.0006676198,0.0000697088,0.00006787266,0.00049505325,0.000003066693,0.00036881337],"genre_scores_gemma":[0.008816646,0.9899573,0.00023796486,0.00051933323,0.00002691656,0.00009984201,0.00025018878,0.0000026582086,0.000089147856],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9915543,0.0020437322,0.0027581993,0.00084290537,0.0023037128,0.0004969709],"domain_scores_gemma":[0.9708118,0.01598037,0.004616404,0.00043002111,0.007284692,0.00087662536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010320684,0.0010531944,0.00404303,0.019748073,0.0015843328,0.004149653,0.0019701424,0.0014569556,0.0026804311],"category_scores_gemma":[0.04549805,0.00091814244,0.0035847928,0.03201878,0.0016125959,0.0024942078,0.0018994324,0.0013443526,0.0002554415],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014532165,0.000018741857,0.003457667,0.8436224,0.002737954,0.00020376415,0.0018105305,0.00017419748,0.000204961,0.0015199464,0.009117044,0.13698749],"study_design_scores_gemma":[0.0000485853,0.000058265676,0.015949374,0.90517765,0.010469495,0.000297014,0.0018298231,0.000060025628,0.00011326551,0.0004320875,0.06551757,0.00004679913],"about_ca_topic_score_codex":0.45685983,"about_ca_topic_score_gemma":0.74080503,"teacher_disagreement_score":0.9796384,"about_ca_system_score_codex":0.02036161,"about_ca_system_score_gemma":0.09650114,"threshold_uncertainty_score":0.9084012},"labels":[],"label_agreement":null},{"id":"W4407233385","doi":"10.1016/j.ssaho.2025.101324","title":"Queer caregiving with older adults: A scoping review of the lived experiences of LGBTQ+ family and friend caregivers","year":2025,"lang":"en","type":"review","venue":"Social Sciences & Humanities Open","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Polytechnic; University of Saskatchewan; University of Alberta","funders":"","keywords":"Queer; Psychology; Gender studies; Gerontology; Sociology; Developmental psychology; Medicine","score_opus":0.05341485082993446,"score_gpt":0.3713060268005717,"score_spread":0.3178911759706372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407233385","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068105883,0.9903392,0.00023276864,0.000791724,0.00012853245,0.00021879336,0.00018513229,0.000004185171,0.0012889969],"genre_scores_gemma":[0.028854528,0.9690776,0.0006265094,0.0005168503,0.00005321183,0.00049458357,0.0001545091,0.000004368005,0.00021782254],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9929328,0.003515736,0.0019579413,0.00040659076,0.00087339286,0.00031350282],"domain_scores_gemma":[0.96454066,0.028765257,0.0032566611,0.00045767066,0.0026602256,0.00031958485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011857009,0.00080146856,0.0021567722,0.011176992,0.0022541324,0.0035541956,0.0010871668,0.0019956157,0.0019630932],"category_scores_gemma":[0.037084594,0.0006281826,0.0024639585,0.012673401,0.0017859677,0.004060924,0.0024905826,0.0013828541,0.00026830728],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022104479,0.00008086264,0.006111475,0.5306027,0.0012771885,0.0013550194,0.089980945,0.00023298415,0.00049124786,0.003306874,0.008238143,0.35810158],"study_design_scores_gemma":[0.000015108354,0.00012860264,0.011427221,0.8637763,0.0018853477,0.0011823778,0.043820348,0.000058096968,0.00019032539,0.00056186033,0.076899864,0.000054566386],"about_ca_topic_score_codex":0.028181985,"about_ca_topic_score_gemma":0.056977287,"teacher_disagreement_score":0.028181985,"about_ca_system_score_codex":0.0041234395,"about_ca_system_score_gemma":0.014297503,"threshold_uncertainty_score":0.06270659},"labels":[],"label_agreement":null},{"id":"W4408024674","doi":"10.1016/j.ssaho.2025.101366","title":"Promoting classroom inclusion for children with disabilities in rural South India","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Inclusion (mineral); Psychology; Socioeconomics; Political science; Geography; Developmental psychology; Pedagogy; Mathematics education; Sociology; Economic growth; Social psychology; Economics","score_opus":0.08081576888489486,"score_gpt":0.4070812438164902,"score_spread":0.3262654749315953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408024674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351573,0.0003665016,0.0002564003,0.00072338514,0.000009828049,0.000026575875,0.000020353144,0.000019647243,0.0050614476],"genre_scores_gemma":[0.99812657,0.00044752844,0.0005406175,0.00013125404,0.000004862427,0.000026383426,0.000011234963,0.000004318031,0.00070723816],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985942,0.00061006943,0.0000804187,0.0001058042,0.00019467036,0.0004147788],"domain_scores_gemma":[0.99820673,0.00070128695,0.0004317748,0.00011720004,0.0001614245,0.000381565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000930774,0.00024984637,0.00024286647,0.0007599059,0.0033149126,0.0020627985,0.0009389861,0.0004502467,0.0014681974],"category_scores_gemma":[0.002114846,0.0002180085,0.00026319516,0.0006354038,0.002447522,0.00079165935,0.0047735074,0.0009919934,0.00016024546],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008297016,0.00035673182,0.14820053,0.0010849772,0.000025709307,0.0067274836,0.7414871,0.00021826793,0.009208798,0.0028456552,0.0019503774,0.08781139],"study_design_scores_gemma":[0.000016176436,0.00030600894,0.14463992,0.00050481077,0.000053387357,0.0033336296,0.8196183,0.000119943106,0.0015471225,0.0006606711,0.029153444,0.000046636967],"about_ca_topic_score_codex":0.011207331,"about_ca_topic_score_gemma":0.024193518,"teacher_disagreement_score":0.011207331,"about_ca_system_score_codex":0.0014733698,"about_ca_system_score_gemma":0.0039738305,"threshold_uncertainty_score":0.02228421},"labels":[],"label_agreement":null},{"id":"W4408488186","doi":"10.1016/j.ssaho.2025.101395","title":"Writing strategies and SRSD in a Danish context – A pilot study","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Danish; Context (archaeology); Computer science; History; Linguistics; Philosophy; Archaeology","score_opus":0.1808573917826207,"score_gpt":0.44241020199813946,"score_spread":0.2615528102155188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408488186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99892837,0.00012472166,0.000103904094,0.000017530087,0.0000061610326,0.00011335715,0.00003111545,0.0000024224314,0.00067230046],"genre_scores_gemma":[0.99761957,0.00025439658,0.0007922533,0.000036893372,0.0000044215944,0.00015851345,0.00006504498,0.0000021006567,0.0010667741],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99850947,0.00064288866,0.00016438882,0.00021216198,0.00027940955,0.00019173817],"domain_scores_gemma":[0.9979234,0.00090347254,0.0002559104,0.00017590243,0.00030778148,0.00043358555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021742876,0.0005443186,0.00057712634,0.0006681278,0.0016056082,0.0011446701,0.0003881264,0.00054055854,0.0016011213],"category_scores_gemma":[0.002698851,0.0003719224,0.00055971945,0.00035026658,0.0007183326,0.00042679356,0.0010591656,0.000757464,0.00028199938],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063199922,0.07636073,0.3737032,0.0032088787,0.00042862585,0.009521911,0.25856024,0.0010602472,0.03335342,0.001721075,0.0022015183,0.23356014],"study_design_scores_gemma":[0.0016379744,0.0396715,0.82854885,0.0003053686,0.0005231009,0.0028742452,0.09384413,0.0014103466,0.010033068,0.00073750544,0.020224134,0.00018979673],"about_ca_topic_score_codex":0.010197257,"about_ca_topic_score_gemma":0.015045851,"teacher_disagreement_score":0.010197257,"about_ca_system_score_codex":0.001117063,"about_ca_system_score_gemma":0.0025181868,"threshold_uncertainty_score":0.020275772},"labels":[],"label_agreement":null},{"id":"W4408859484","doi":"10.1016/j.ssaho.2025.101448","title":"Effects of perceptions of assessment on the relationship between learning strategies and academic adjustment in a summative exam preparation context","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; Université Laval","funders":"","keywords":"Summative assessment; Context (archaeology); Perception; Psychology; Mathematics education; Formative assessment; History","score_opus":0.3453773330418099,"score_gpt":0.5463120355427564,"score_spread":0.20093470250094653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408859484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99947244,0.000043110504,0.00008093818,0.000028468361,0.000002920642,0.0000064238593,0.0000065113636,0.0000020571088,0.00035702405],"genre_scores_gemma":[0.9997681,0.000026825115,0.00008382916,0.000009077048,0.0000025012807,0.0000052013525,0.000010621966,9.2142193e-7,0.00009293443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99575585,0.0020202019,0.0003431413,0.00033698205,0.0011826227,0.00036111873],"domain_scores_gemma":[0.95890486,0.02253638,0.009819127,0.0013059392,0.0026127775,0.0048209126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004316452,0.00039858432,0.00033689482,0.0007890347,0.0005343989,0.0018543731,0.00033597444,0.00032834877,0.0014745473],"category_scores_gemma":[0.03225315,0.00018860547,0.00045129168,0.00048196065,0.0008769973,0.00057589,0.0011419007,0.0010070072,0.00018003504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037092308,0.0013103453,0.9722989,0.000046627825,0.00012915493,0.00011420851,0.0058417455,0.00015047629,0.0016881331,0.00009797919,0.00006974279,0.017881716],"study_design_scores_gemma":[0.000006443245,0.0005360482,0.9951474,0.000012563935,0.000025198025,0.000037533526,0.0033542896,0.00021816466,0.0004409225,0.00005866102,0.00014883399,0.000013926704],"about_ca_topic_score_codex":0.0026443189,"about_ca_topic_score_gemma":0.004192201,"teacher_disagreement_score":0.004316452,"about_ca_system_score_codex":0.0004997915,"about_ca_system_score_gemma":0.00070136454,"threshold_uncertainty_score":0.022827864},"labels":[],"label_agreement":null},{"id":"W4409181062","doi":"10.1016/j.ssaho.2025.101454","title":"Experiences and self-care efforts among female sex workers in Nairobi, Kenya, during COVID-19","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Commonwealth Scholarship Commission","keywords":"Coronavirus disease 2019 (COVID-19); Sex workers; 2019-20 coronavirus outbreak; Socioeconomics; Economic growth; Geography; Medicine; Environmental health; Sociology; Virology; Economics; Research methodology; Population; Infectious disease (medical specialty); Disease; Outbreak","score_opus":0.03289421462828731,"score_gpt":0.351221211990608,"score_spread":0.31832699736232073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409181062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99865973,0.00028117557,0.000019969952,0.0002812067,0.0000064518376,0.00001807912,0.000037000864,9.065649e-7,0.0006955169],"genre_scores_gemma":[0.9981134,0.0005373165,0.000080170365,0.00021451592,0.000006529087,0.000046781428,0.000046138444,0.0000017799892,0.00095330004],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99922955,0.00030235297,0.0000389724,0.000052623458,0.00008362261,0.00029286838],"domain_scores_gemma":[0.99923074,0.000239092,0.00021090299,0.00002084959,0.000063427186,0.00023500189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001461215,0.00035728235,0.00039059977,0.0005314818,0.007254339,0.0016019074,0.0007096954,0.0011421368,0.002397447],"category_scores_gemma":[0.002458572,0.00063409406,0.00020652446,0.0005845382,0.0029221715,0.0011285164,0.0027737948,0.0012051424,0.00023382617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010535894,0.000115207426,0.11575073,0.00016609847,0.000015834052,0.001918331,0.8701043,0.00002958108,0.0015728596,0.00023862632,0.0006680255,0.0093151],"study_design_scores_gemma":[0.0000068857585,0.00020086685,0.13155745,0.00016808507,0.000008586365,0.00044085376,0.8639977,0.00003783828,0.0001599074,0.0000420068,0.0033628829,0.0000168981],"about_ca_topic_score_codex":0.060962886,"about_ca_topic_score_gemma":0.1482271,"teacher_disagreement_score":0.060962886,"about_ca_system_score_codex":0.0025613664,"about_ca_system_score_gemma":0.00227163,"threshold_uncertainty_score":0.12121606},"labels":[],"label_agreement":null},{"id":"W4409322803","doi":"10.1016/j.ssaho.2025.101385","title":"Qualitative analysis of negative and positive COVID-19 experiences of frontline client educators in a Canadian maritime province","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hatch (Canada); Dalhousie University; University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Qualitative research; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psychology; Qualitative analysis; Medicine; Sociology; Virology; Social science; Outbreak; Internal medicine","score_opus":0.11571998901470865,"score_gpt":0.5298560468875938,"score_spread":0.41413605787288515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409322803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938076,0.00033320568,0.00059144356,0.0012373171,0.00003378571,0.00017167768,0.00025448314,0.000012151876,0.0035584164],"genre_scores_gemma":[0.99517643,0.00046752373,0.00060235214,0.000565285,0.000012357553,0.00016789796,0.0001225944,0.000016449787,0.0028690435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959169,0.00165439,0.00014051415,0.00033497886,0.00069436966,0.0012587076],"domain_scores_gemma":[0.990915,0.0037707533,0.0007031562,0.0002311596,0.00228629,0.0020935307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005123345,0.0005860645,0.0006059775,0.0017686355,0.013090213,0.0031007403,0.0021836534,0.0011454206,0.0027289703],"category_scores_gemma":[0.010165185,0.00041639028,0.000309302,0.001948431,0.008804456,0.0014988077,0.0035601924,0.0020154477,0.00024621008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034478086,0.0000319372,0.0065952395,0.000097089636,0.0000025683403,0.00068081863,0.9881847,0.000022639699,0.00055694685,0.00026412672,0.00067913847,0.0028502587],"study_design_scores_gemma":[0.0000014070879,0.000015723834,0.0038955961,0.000095519914,0.0000019107745,0.00008382994,0.9924918,0.00002374262,0.0001221363,0.000030460898,0.0032295997,0.00000824455],"about_ca_topic_score_codex":0.6245462,"about_ca_topic_score_gemma":0.7903859,"teacher_disagreement_score":0.37545383,"about_ca_system_score_codex":0.02973585,"about_ca_system_score_gemma":0.027218858,"threshold_uncertainty_score":0.7553299},"labels":[],"label_agreement":null},{"id":"W4409637805","doi":"10.1016/j.ssaho.2025.101452","title":"Soft or hard lockdown policies in a global pandemic? A deep dive analysis of COVID-19's impact on the Japanese economy","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Political science; Business; Economy; Virology; Medicine; Outbreak","score_opus":0.14386839112879393,"score_gpt":0.385421673632754,"score_spread":0.24155328250396005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409637805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9375255,0.0041161245,0.0020715734,0.022904862,0.00015178794,0.000059893446,0.0008848779,0.000042814085,0.03224264],"genre_scores_gemma":[0.99636555,0.0011980816,0.0006176466,0.0009864224,0.00003679885,0.000014429959,0.00012806304,0.000008493183,0.00064442947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913126,0.00035678907,0.000045820045,0.000083793195,0.00014080013,0.00024159391],"domain_scores_gemma":[0.99818194,0.0005743967,0.00056672154,0.00015384983,0.00029681702,0.00022626606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022605667,0.00028801986,0.0003538715,0.0011710536,0.0009320976,0.0036229708,0.00025323385,0.00081065146,0.0021697155],"category_scores_gemma":[0.0044130436,0.00015290095,0.00043314832,0.0018818455,0.0021240867,0.0028729227,0.0015224143,0.0013646187,0.00014452836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062942563,0.00025965396,0.662328,0.0010706856,0.00044393016,0.002912719,0.017318789,0.012883976,0.004690183,0.13882056,0.021948457,0.13669367],"study_design_scores_gemma":[0.000032707085,0.000300301,0.76290846,0.00075538724,0.00027311445,0.00022717446,0.10066695,0.011886654,0.0013975439,0.05789682,0.06351007,0.0001448146],"about_ca_topic_score_codex":0.018153837,"about_ca_topic_score_gemma":0.02088935,"teacher_disagreement_score":0.018153837,"about_ca_system_score_codex":0.0025240593,"about_ca_system_score_gemma":0.0022569676,"threshold_uncertainty_score":0.036096334},"labels":[],"label_agreement":null},{"id":"W4410180017","doi":"10.1016/j.ssaho.2025.101532","title":"“We're not worth it”: Canadian parole officers' self-worth contingencies — a valuation for job fitness?","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Valuation (finance); Self worth; Psychology; Social psychology; Economics; Actuarial science; Sociology; Finance; Self-esteem","score_opus":0.22627862389090744,"score_gpt":0.4653297988286819,"score_spread":0.23905117493777447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410180017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852374,0.00019767204,0.00012069375,0.0027715375,0.000026576237,0.00001572747,0.00004999157,0.000003396727,0.0115770195],"genre_scores_gemma":[0.9991678,0.000072500945,0.00005211361,0.00009592401,0.0000033076888,0.0000030041062,0.000015244504,0.0000014315129,0.0005886595],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855596,0.0003609808,0.000025975902,0.00008826505,0.0004815766,0.00048719937],"domain_scores_gemma":[0.9967879,0.00046672922,0.00060479256,0.0001255248,0.00092566037,0.001089366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002154442,0.0002131211,0.00019225976,0.0011527071,0.0149302725,0.0038927197,0.0008111399,0.00062739314,0.0034191308],"category_scores_gemma":[0.008509536,0.00016412722,0.00015126937,0.0012104339,0.009370362,0.0013431349,0.0024247908,0.0015708049,0.00015000309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022879995,0.00012085996,0.4217412,0.00008182139,0.000022619517,0.00065214763,0.50103885,0.00017644656,0.0012701057,0.016157528,0.008574183,0.049935445],"study_design_scores_gemma":[0.000004608996,0.000043798424,0.399822,0.00007477683,0.0000089630375,0.00010217048,0.58677626,0.00015214765,0.00015944951,0.0011201698,0.011695768,0.00003990422],"about_ca_topic_score_codex":0.9221558,"about_ca_topic_score_gemma":0.9675881,"teacher_disagreement_score":0.0778442,"about_ca_system_score_codex":0.030688904,"about_ca_system_score_gemma":0.02362466,"threshold_uncertainty_score":0.22266465},"labels":[],"label_agreement":null},{"id":"W4410357951","doi":"10.1016/j.ssaho.2025.101550","title":"“It gets your foot in the door”: An examination of the Healthy Apples Self-Care Program at Durham Regional Police Service","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Regional Municipality of Durham; Memorial University of Newfoundland","funders":"","keywords":"Service (business); Foot (prosody); Advertising; Psychology; Gerontology; Business; Medicine; Art; Marketing","score_opus":0.18301620683914502,"score_gpt":0.4876992277599732,"score_spread":0.3046830209208282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410357951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335855,0.00025266773,0.000066684945,0.0024911133,0.00003409281,0.00021697315,0.00007072371,0.0000068314625,0.0035024453],"genre_scores_gemma":[0.9947797,0.00078778353,0.000393448,0.0012902188,0.000028536891,0.00026368976,0.00009400849,0.000008429353,0.0023541264],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99606293,0.0021051404,0.00012715513,0.00014774608,0.00055015757,0.0010069129],"domain_scores_gemma":[0.9945707,0.0016386182,0.00079061993,0.00013377513,0.00089964154,0.0019667386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031199192,0.00019940127,0.00026044677,0.0010258373,0.0062288116,0.0020183818,0.0017409655,0.00076563546,0.0020885267],"category_scores_gemma":[0.007559205,0.0005293488,0.00022742123,0.0012847908,0.0023654376,0.0013457169,0.0027243607,0.0016098989,0.00018225379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076851225,0.0008648077,0.10062208,0.00059819693,0.000021643957,0.002343488,0.836395,0.00010294859,0.0011470357,0.00093095447,0.00627854,0.050618403],"study_design_scores_gemma":[0.000007133271,0.0002553136,0.1280328,0.00018637502,0.0000070135443,0.00019088523,0.85983694,0.00005865848,0.00015829741,0.00005101141,0.011199781,0.00001576229],"about_ca_topic_score_codex":0.2367451,"about_ca_topic_score_gemma":0.49717352,"teacher_disagreement_score":0.7632549,"about_ca_system_score_codex":0.012804892,"about_ca_system_score_gemma":0.021471985,"threshold_uncertainty_score":0.47073424},"labels":[],"label_agreement":null},{"id":"W4410395532","doi":"10.1016/j.ssaho.2026.102668","title":"Unboxing Disability Communication: Exploring the Methodological Contours of Critical Disability Research in Public Health Archives","year":2025,"lang":"en","type":"preprint","venue":"Social Sciences & Humanities Open","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Wellcome Trust","keywords":"Disability studies; Public health; International Classification of Functioning, Disability and Health; Medical model of disability; Psychology; Sociology; Medicine; Gender studies; Nursing; Psychiatry; Rehabilitation; Neuroscience","score_opus":0.8775778248011261,"score_gpt":0.5598219103058194,"score_spread":0.3177559144953067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410395532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36350822,0.030541355,0.23782401,0.21151341,0.0031837262,0.0041256547,0.00037983665,0.00040749882,0.14851631],"genre_scores_gemma":[0.9401082,0.0032041252,0.041621152,0.006936148,0.0005616217,0.0038279921,0.00005921795,0.0003392134,0.003342332],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.5218927,0.4446201,0.007964324,0.008927905,0.010771666,0.005823302],"domain_scores_gemma":[0.42938024,0.5048604,0.016914692,0.030137692,0.014641465,0.004065497],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.34757775,0.001928565,0.0021262649,0.023270272,0.05461821,0.055711433,0.010995671,0.010748494,0.0044675507],"category_scores_gemma":[0.36616132,0.0031158228,0.0014620522,0.011860383,0.21947128,0.0491808,0.050791826,0.016021343,0.00065530214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001834622,0.000016493066,0.00044430848,0.00022793873,0.000009466457,0.00018766223,0.90519005,0.00006549152,0.00010446579,0.08985878,0.00044158704,0.0034354234],"study_design_scores_gemma":[0.000027762511,0.00003291897,0.00040246238,0.0015726511,0.000026999758,0.0002813407,0.8891295,0.000365482,0.00046645437,0.07486492,0.032790706,0.00003890261],"about_ca_topic_score_codex":0.0127673345,"about_ca_topic_score_gemma":0.017157681,"teacher_disagreement_score":0.94538176,"about_ca_system_score_codex":0.0339021,"about_ca_system_score_gemma":0.030847115,"threshold_uncertainty_score":0.8045528},"labels":[],"label_agreement":null},{"id":"W4410485176","doi":"10.1016/j.ssaho.2025.101580","title":"But what about the ecological capabilities? Relationality and school-based food gardening in the australian early years learning framework","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Ecology; Geography; Sociology; Biology","score_opus":0.08629303470538519,"score_gpt":0.37530264175383504,"score_spread":0.28900960704844986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410485176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88457835,0.0012526822,0.0031882648,0.008851566,0.00005276786,0.0000725954,0.000065608125,0.000024463021,0.10191368],"genre_scores_gemma":[0.99583167,0.0002736551,0.0009427062,0.000116734685,0.0000038120459,0.000013200999,0.000008428584,0.0000048763736,0.0028048817],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984756,0.00059198204,0.00003644705,0.00017556624,0.00019292645,0.00052749977],"domain_scores_gemma":[0.9984035,0.0002057607,0.00019269096,0.00008072095,0.00015053229,0.0009668458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017811566,0.00029188275,0.00032002907,0.0012407765,0.004584499,0.005408765,0.00091271853,0.0008001453,0.0035152666],"category_scores_gemma":[0.0018134536,0.0002912062,0.00035115847,0.000708233,0.011831677,0.003774662,0.00823234,0.001897935,0.00022132944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034136854,0.00027774394,0.058771055,0.00025955378,0.0000305894,0.0021932279,0.709465,0.00037993377,0.0022423116,0.18044746,0.0015098568,0.0443892],"study_design_scores_gemma":[0.000006126455,0.00016347539,0.20776051,0.00056699745,0.000034557987,0.00068443065,0.63396853,0.0008981686,0.0006987933,0.061352685,0.0937892,0.000076516124],"about_ca_topic_score_codex":0.06654663,"about_ca_topic_score_gemma":0.14836717,"teacher_disagreement_score":0.06654663,"about_ca_system_score_codex":0.0056832707,"about_ca_system_score_gemma":0.0046267984,"threshold_uncertainty_score":0.13231856},"labels":[],"label_agreement":null},{"id":"W4410901577","doi":"10.1016/j.ssaho.2025.101563","title":"The undercurrents of water stewardship in the Syilx Okanagan territory: Setting the stage for ethical space engagement","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan College; Spinal Cord Injury BC; University of British Columbia, Okanagan Campus","funders":"","keywords":"Stewardship (theology); Space (punctuation); Stage (stratigraphy); Engineering ethics; Political science; Environmental ethics; Environmental resource management; Environmental planning; Engineering; Geography; Environmental science; Law; Computer science; Philosophy; Biology; Politics","score_opus":0.10216099056790352,"score_gpt":0.4056817556358055,"score_spread":0.303520765067902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410901577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95537627,0.0014771034,0.0010793207,0.010426807,0.000049169637,0.000026374692,0.000021609287,0.0000076110073,0.03153561],"genre_scores_gemma":[0.9976547,0.00040275208,0.0002227494,0.00027888454,0.0000029817113,0.000009140104,0.000004636885,0.000003908285,0.001420226],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954522,0.002340915,0.00010783006,0.00030366943,0.00044216157,0.0013531726],"domain_scores_gemma":[0.99453354,0.0026661034,0.00047473167,0.00022398865,0.0007156492,0.0013859873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004294869,0.00018951655,0.00037897466,0.00087964564,0.017223807,0.008411657,0.0009281063,0.0010376495,0.003045939],"category_scores_gemma":[0.0040472317,0.00025605795,0.000143121,0.0013701121,0.03207434,0.002879298,0.008601219,0.0028077997,0.000095920586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005714247,0.000027086831,0.02403289,0.00025407955,0.000018392091,0.0014018664,0.9087333,0.00020621112,0.0021301268,0.04012192,0.0015729571,0.021443967],"study_design_scores_gemma":[0.000002164108,0.000013235232,0.018583624,0.00018573568,0.000006604732,0.00013367902,0.9582298,0.00013815373,0.00020832002,0.00368775,0.018790072,0.00002091241],"about_ca_topic_score_codex":0.64161456,"about_ca_topic_score_gemma":0.83379745,"teacher_disagreement_score":0.35838544,"about_ca_system_score_codex":0.027682038,"about_ca_system_score_gemma":0.052349955,"threshold_uncertainty_score":0.7209921},"labels":[],"label_agreement":null},{"id":"W4410944676","doi":"10.1016/j.ssaho.2025.101598","title":"“He's opening everybody's heart up”: Co-creating pet therapy activities with inpatients at a large urban mental health and addictions hospital","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Medicine Hat College; Ontario Stroke Network; Sunnybrook Health Science Centre; Izaak Walton Killam Health Centre; University of Toronto; Dalhousie University; Mental Health Research Canada","funders":"Fondation Nestlé","keywords":"Addiction; Mental health; Mental hospital; Psychology; Psychiatry; Medicine; Psychotherapist","score_opus":0.02967509215179181,"score_gpt":0.392647951207738,"score_spread":0.3629728590559462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410944676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99245715,0.0002651468,0.0010998527,0.0035922325,0.00008155938,0.00029081435,0.000029643774,0.00003226605,0.0021513954],"genre_scores_gemma":[0.9923915,0.00048467732,0.0036871985,0.0016722012,0.000042576354,0.00032743774,0.00005107048,0.00002830954,0.0013150529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9829284,0.013046383,0.00037183374,0.0005555292,0.0006214081,0.0024765464],"domain_scores_gemma":[0.98472124,0.0043602786,0.0014779285,0.00068218383,0.000811682,0.007946672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011849825,0.0009631293,0.0007842899,0.0009377827,0.015317038,0.005134642,0.0030961905,0.0023111172,0.0039031545],"category_scores_gemma":[0.014180042,0.00072593975,0.00074964575,0.0006951695,0.010157037,0.0038282042,0.014575906,0.0043759956,0.0006002368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002195754,0.0015357067,0.015415499,0.00041369582,0.000029898827,0.002585055,0.9520878,0.00013676957,0.0020952623,0.0010337356,0.0037382985,0.020708626],"study_design_scores_gemma":[0.00003472044,0.00065394625,0.0041227164,0.00016737201,0.000021549758,0.00061694713,0.9852121,0.00017314505,0.0005587799,0.00036650524,0.0080357725,0.000036387442],"about_ca_topic_score_codex":0.0040472355,"about_ca_topic_score_gemma":0.018408254,"teacher_disagreement_score":0.015317038,"about_ca_system_score_codex":0.007062398,"about_ca_system_score_gemma":0.010784603,"threshold_uncertainty_score":0.06266856},"labels":[],"label_agreement":null},{"id":"W4411426480","doi":"10.1016/j.ssaho.2025.101656","title":"Bridging the theory and practice divide in pre-service language teacher education: A focus on teacher educators’ expertise from in-service teachers' vantage point","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bridging (networking); Focus (optics); Sociology; Pedagogy; Teacher education; Point (geometry); Service (business); Mathematics education; Psychology; Computer science; Business; Physics; Mathematics","score_opus":0.041647864364561665,"score_gpt":0.35563113478833625,"score_spread":0.3139832704237746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411426480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93173224,0.008257666,0.0075779413,0.024703357,0.00035575725,0.00013083158,0.000019910312,0.00003329466,0.02718902],"genre_scores_gemma":[0.9912068,0.002116958,0.0021557016,0.0022878023,0.000030200328,0.00006316617,0.000013897483,0.000022426802,0.0021030854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98432654,0.008953975,0.0009804275,0.001507848,0.0019519917,0.0022792255],"domain_scores_gemma":[0.973457,0.015608423,0.002077402,0.00119455,0.0029119411,0.004750688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017733434,0.0005721254,0.0008616696,0.0030053887,0.009550951,0.013183043,0.0015907479,0.0025547578,0.0026964007],"category_scores_gemma":[0.016289666,0.00080799655,0.0005823694,0.001801882,0.017193517,0.014527849,0.016754834,0.005679015,0.0003521226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021323927,0.00009397241,0.0074558966,0.00036162193,0.000009516808,0.0010741602,0.96577626,0.000027959797,0.00076803996,0.0072132037,0.00057619537,0.016621852],"study_design_scores_gemma":[0.00000781062,0.000043991993,0.0029106704,0.00069637806,0.000013146384,0.00067307876,0.9742588,0.00008754787,0.00029119433,0.0025645515,0.018437598,0.000015119797],"about_ca_topic_score_codex":0.006638968,"about_ca_topic_score_gemma":0.013083197,"teacher_disagreement_score":0.017733434,"about_ca_system_score_codex":0.007603728,"about_ca_system_score_gemma":0.018001342,"threshold_uncertainty_score":0.09378451},"labels":[],"label_agreement":null},{"id":"W4411450937","doi":"10.1016/j.ssaho.2025.101622","title":"Young women's health behaviours in context: a qualitative longitudinal study in the Bukhali trial","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Canadian Institutes of Health Research; South African Medical Research Council; UK Research and Innovation","keywords":"Qualitative research; Context (archaeology); Longitudinal study; Psychology; Developmental psychology; Gerontology; Medicine; Sociology; Geography; Social science","score_opus":0.37633547684034974,"score_gpt":0.5887713408181581,"score_spread":0.21243586397780834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411450937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930803,0.0012658186,0.0009954582,0.0020499611,0.00010158259,0.00056409,0.00022047348,0.0000122238735,0.0017101128],"genre_scores_gemma":[0.99245423,0.0013729403,0.0011774865,0.0014232487,0.000045525645,0.0013782553,0.0001640408,0.00002213303,0.0019621348],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920499,0.0056414404,0.00025832423,0.00037082031,0.0004038883,0.0012757154],"domain_scores_gemma":[0.9881242,0.0075282995,0.00097021915,0.000303618,0.0011237499,0.0019498636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015433802,0.0004788059,0.0012276173,0.0014339506,0.009221996,0.0036747307,0.0014833644,0.0016774439,0.0028892802],"category_scores_gemma":[0.018913412,0.0009880936,0.00047092472,0.0018249291,0.005142484,0.003299084,0.004591141,0.0042186477,0.0004507455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071591494,0.00012988466,0.005121373,0.00016314401,0.0000061428377,0.00089749444,0.9889714,0.000018135534,0.00043424693,0.0004337004,0.0003555953,0.0033973106],"study_design_scores_gemma":[0.000014926124,0.00017170748,0.004694795,0.00031428278,0.000007298984,0.00021349685,0.9897217,0.000037909103,0.00012291281,0.00020290229,0.0044829156,0.0000151171425],"about_ca_topic_score_codex":0.024063477,"about_ca_topic_score_gemma":0.051658235,"teacher_disagreement_score":0.024063477,"about_ca_system_score_codex":0.0054172645,"about_ca_system_score_gemma":0.007651039,"threshold_uncertainty_score":0.08162272},"labels":[],"label_agreement":null},{"id":"W4411545910","doi":"10.1016/j.ssaho.2025.101666","title":"Co-designing web-based tools for graduate students: a narrative account of a participatory design action research","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Narrative; Participatory action research; Action (physics); Action research; Citizen journalism; Participatory design; Computer science; Graduate students; Sociology; World Wide Web; Pedagogy; Engineering; Art; Literature; Mechanical engineering","score_opus":0.8232647190833975,"score_gpt":0.6545027545847526,"score_spread":0.1687619644986449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411545910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8009545,0.001794234,0.13160121,0.030760396,0.0005444196,0.00310392,0.00016868302,0.0003052252,0.03076735],"genre_scores_gemma":[0.95495224,0.0009509968,0.032336157,0.0020436104,0.00009181004,0.0021946195,0.000061336235,0.00017528144,0.0071939346],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.90768874,0.08330964,0.0013588005,0.0025957867,0.0029038708,0.0021430962],"domain_scores_gemma":[0.91197324,0.07236727,0.0026691987,0.004051618,0.003713526,0.0052251727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.072336346,0.0010930253,0.0009620489,0.0023246196,0.017038375,0.010692875,0.0030713112,0.004676899,0.0021900628],"category_scores_gemma":[0.06554596,0.0013017389,0.0010838934,0.0016811795,0.023819705,0.008919579,0.014322536,0.009033131,0.0007041432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038494632,0.00018467681,0.0015006653,0.00015955445,0.000009042272,0.00060801615,0.9719358,0.00020596157,0.0009624081,0.010863561,0.0014310249,0.012100688],"study_design_scores_gemma":[0.00005681914,0.0003916014,0.0011262123,0.0005194109,0.000021363478,0.00095969904,0.8908033,0.0012911976,0.0018200722,0.009513533,0.093418986,0.000077774625],"about_ca_topic_score_codex":0.0014775968,"about_ca_topic_score_gemma":0.0028594122,"teacher_disagreement_score":0.072336346,"about_ca_system_score_codex":0.0050183325,"about_ca_system_score_gemma":0.007310909,"threshold_uncertainty_score":0.38255572},"labels":[],"label_agreement":null},{"id":"W4411860903","doi":"10.1016/j.ssaho.2025.101693","title":"A bibliometric analysis of research on forensic accounting from 2006 to 2024","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forensic accounting; Forensic science; Accounting; Data science; Computer science; Business; History; Archaeology; Audit","score_opus":0.10222586884339128,"score_gpt":0.3828440137807706,"score_spread":0.2806181449373793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411860903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46195284,0.23558247,0.002741326,0.009904431,0.0010672786,0.0004819225,0.20307642,0.0007064608,0.08448679],"genre_scores_gemma":[0.7836047,0.11542015,0.0049670427,0.00059818197,0.000913717,0.00049307366,0.088960566,0.00010199253,0.0049407133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9853312,0.0021054128,0.0030387128,0.0011570415,0.0074324002,0.0009351913],"domain_scores_gemma":[0.9392168,0.021936191,0.01607553,0.0017924135,0.01917882,0.0018002356],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007870639,0.0006705994,0.001233792,0.18783827,0.0012884194,0.007529614,0.0009146337,0.0010213767,0.004386581],"category_scores_gemma":[0.04462546,0.00026110368,0.0014719308,0.25997204,0.0008709224,0.005182542,0.0027089075,0.00069705123,0.0016331457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000589473,0.0001721221,0.3817959,0.03176469,0.0014996587,0.0016247104,0.006480936,0.0032846446,0.0020989731,0.016800629,0.07407949,0.47980872],"study_design_scores_gemma":[0.000028557428,0.00020270355,0.68013394,0.010435294,0.0010912184,0.0021456538,0.010230682,0.0022941267,0.0015722871,0.0030048604,0.28872132,0.00013936634],"about_ca_topic_score_codex":0.009529982,"about_ca_topic_score_gemma":0.008658021,"teacher_disagreement_score":0.81216174,"about_ca_system_score_codex":0.00426344,"about_ca_system_score_gemma":0.007781306,"threshold_uncertainty_score":0.041624427},"labels":[],"label_agreement":null},{"id":"W4412437558","doi":"10.1016/j.ssaho.2025.101766","title":"Performance optimization of human factors and safety performance using an integrated DEA-TOPSIS approach: A case study in the process industry","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Tehran University of Medical Sciences and Health Services","keywords":"TOPSIS; Process (computing); Business; Manufacturing engineering; Computer science; Reliability engineering; Process management; Operations management; Engineering; Operations research","score_opus":0.276567509623818,"score_gpt":0.44379608551840855,"score_spread":0.16722857589459056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412437558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92305493,0.0004049799,0.066622116,0.00041226484,0.000016777693,0.000578234,0.00016986985,0.000065524204,0.008675421],"genre_scores_gemma":[0.9553367,0.00037730223,0.042927016,0.000016490943,0.0000042413967,0.00022613537,0.000098726705,0.000008882845,0.001004602],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968491,0.001864343,0.00017771398,0.00018315825,0.0006728445,0.00025285265],"domain_scores_gemma":[0.9973456,0.0017690809,0.00018287779,0.0001170698,0.0004889534,0.00009644209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045316443,0.0011350634,0.00079786737,0.0023613968,0.0015514089,0.0025256625,0.0008104831,0.0011335345,0.0017788877],"category_scores_gemma":[0.0040880735,0.00035654023,0.0015356014,0.0030142271,0.00068466057,0.0011192956,0.0012614183,0.0009473969,0.00020412722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000977816,0.0065258304,0.09486649,0.0026193205,0.0007492865,0.008121326,0.025894588,0.4856556,0.021322442,0.027021335,0.002257776,0.3239882],"study_design_scores_gemma":[0.00014623925,0.0030760758,0.062383633,0.00044366642,0.00039261187,0.00086554035,0.039076786,0.86576265,0.011589669,0.008431973,0.0076224306,0.0002087217],"about_ca_topic_score_codex":0.010376252,"about_ca_topic_score_gemma":0.013502119,"teacher_disagreement_score":0.010376252,"about_ca_system_score_codex":0.0027848696,"about_ca_system_score_gemma":0.003366979,"threshold_uncertainty_score":0.023965895},"labels":[],"label_agreement":null},{"id":"W4412714015","doi":"10.1016/j.ssaho.2025.101826","title":"School-based health promotion interventions targeting humanitarian migrant children: A narrative review","year":2025,"lang":"en","type":"review","venue":"Social Sciences & Humanities Open","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McGill University","funders":"McGill University","keywords":"Narrative; Psychological intervention; Promotion (chess); Health promotion; Narrative review; Psychology; Political science; Sociology; Medicine; Nursing; Psychotherapist; Public health; Art; Politics; Literature","score_opus":0.22173238186301394,"score_gpt":0.5034722660594345,"score_spread":0.2817398841964206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412714015","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017140677,0.99491334,0.00021254913,0.0011996264,0.0002833117,0.0003331304,0.0001321265,0.0000061994956,0.0012056241],"genre_scores_gemma":[0.012125773,0.98513675,0.0006870144,0.0009660141,0.00012333234,0.00062398403,0.00007912836,0.000003585339,0.00025453657],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99478084,0.0028923082,0.0012444914,0.00030875628,0.0005564248,0.00021726431],"domain_scores_gemma":[0.98278123,0.01362957,0.0020151122,0.00016666442,0.0011292162,0.0002782047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006675435,0.0011591829,0.0024583756,0.0055623,0.0010974151,0.0031468198,0.0014440996,0.002107652,0.0045529767],"category_scores_gemma":[0.028638572,0.00062126433,0.0025617785,0.006324641,0.001004324,0.002797521,0.0019516104,0.0015980233,0.0004166186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025889865,0.000106729116,0.00088265864,0.81215143,0.0013899314,0.00072485174,0.007468493,0.0001888881,0.0002914659,0.0030895832,0.010270001,0.16317703],"study_design_scores_gemma":[0.0000860875,0.0002566806,0.0018917824,0.8703304,0.0034768316,0.0008657821,0.0052692886,0.00006783849,0.00019688849,0.000706341,0.11682273,0.000029383466],"about_ca_topic_score_codex":0.003990894,"about_ca_topic_score_gemma":0.010281831,"teacher_disagreement_score":0.006675435,"about_ca_system_score_codex":0.003912294,"about_ca_system_score_gemma":0.012330971,"threshold_uncertainty_score":0.035303533},"labels":[],"label_agreement":null},{"id":"W4412952589","doi":"10.1016/j.ssaho.2025.101824","title":"Predictive analytics in education- enhancing student achievement through machine learning","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Learning analytics; Predictive analytics; Analytics; Computer science; Academic achievement; Student achievement; Mathematics education; Machine learning; Psychology; Data science; Artificial intelligence","score_opus":0.03990701132342665,"score_gpt":0.3815166597411621,"score_spread":0.34160964841773545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412952589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5280206,0.006672457,0.4390627,0.006831487,0.00033923326,0.00041651263,0.0023829958,0.004727845,0.0115461005],"genre_scores_gemma":[0.9476849,0.0007592906,0.0496423,0.00019375533,0.0000718776,0.00009408605,0.0008682766,0.00003033567,0.0006552358],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824524,0.00092326495,0.00008275647,0.00031025405,0.0003191184,0.000119387725],"domain_scores_gemma":[0.9913167,0.0068297945,0.00055796455,0.000464132,0.0006525419,0.00017883834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039115506,0.0012142446,0.00072875223,0.0022559403,0.00038355018,0.0020436232,0.0010399217,0.0007463589,0.0009986807],"category_scores_gemma":[0.013437291,0.000257321,0.0006164352,0.002213618,0.00042200132,0.0021070654,0.0012358192,0.0016180528,0.0004576301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043681895,0.0017113443,0.12076187,0.0005398858,0.0003762341,0.0001845221,0.0006480788,0.26499978,0.0022980424,0.007024787,0.0053412514,0.5956774],"study_design_scores_gemma":[0.000024905896,0.00033224557,0.01763746,0.00022982065,0.00011281438,0.00007236767,0.0003359663,0.9569066,0.0032620705,0.017341927,0.0037011758,0.00004253124],"about_ca_topic_score_codex":0.007108605,"about_ca_topic_score_gemma":0.007999365,"teacher_disagreement_score":0.007108605,"about_ca_system_score_codex":0.000884292,"about_ca_system_score_gemma":0.0011419115,"threshold_uncertainty_score":0.020686507},"labels":[],"label_agreement":null},{"id":"W4413034771","doi":"10.1016/j.ssaho.2025.101841","title":"Inclusive circular economy: Promoting young adult's participation through citizen inquiry and creative participatory research methods in a developing country","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Participatory action research; Citizen journalism; Inclusive growth; Inclusive development; Circular economy; Sociology; Political science; Economic growth; Economics; Poverty; Biology","score_opus":0.308053830611075,"score_gpt":0.49102227654249286,"score_spread":0.18296844593141787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413034771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97506475,0.00070989056,0.010626356,0.0014280763,0.00006230554,0.0017225839,0.000041194562,0.000033782984,0.010311127],"genre_scores_gemma":[0.9673177,0.0010781316,0.02725281,0.00048216706,0.000018798753,0.0016935433,0.000029509958,0.000013107447,0.0021142317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9846423,0.013025227,0.00039766546,0.0005591006,0.00052618724,0.0008494357],"domain_scores_gemma":[0.98922694,0.007062134,0.0007901891,0.0007721586,0.0006576524,0.0014908301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030249426,0.0003891877,0.00042074564,0.0011298519,0.005425312,0.0032320928,0.0008260148,0.0011635976,0.0015274995],"category_scores_gemma":[0.011441091,0.00047327176,0.00036145255,0.00087662716,0.0041388534,0.0034107345,0.007880878,0.0011199878,0.00029014342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026443918,0.001659052,0.038572602,0.0008169471,0.000024136027,0.0014110344,0.81199664,0.00024179005,0.00408937,0.006190566,0.0010427315,0.13369069],"study_design_scores_gemma":[0.00025777405,0.0039490336,0.032487474,0.0012989481,0.00006879087,0.0013647695,0.89076877,0.0005650962,0.0036529803,0.0044469377,0.061067134,0.00007239191],"about_ca_topic_score_codex":0.0016783801,"about_ca_topic_score_gemma":0.0047469116,"teacher_disagreement_score":0.030249426,"about_ca_system_score_codex":0.001436995,"about_ca_system_score_gemma":0.0076131723,"threshold_uncertainty_score":0.15997618},"labels":[],"label_agreement":null},{"id":"W4413095571","doi":"10.1016/j.ssaho.2025.101750","title":"Decision-making in ostomy surgery: The lifeworld experiences of women with inflammatory bowel disease and the views of healthcare professionals","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Crohn's and Colitis Canada; AbbVie","keywords":"Lifeworld; Inflammatory bowel disease; Health professionals; Medicine; Disease; Health care; Nursing; General surgery; Sociology; Internal medicine; Political science","score_opus":0.05372912274439675,"score_gpt":0.39166024480020417,"score_spread":0.33793112205580744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95756835,0.0047929003,0.0011381254,0.019651195,0.0005324221,0.00006558263,0.00005715044,0.000019710546,0.01617466],"genre_scores_gemma":[0.99366766,0.0018207061,0.0002700249,0.0023376734,0.000097814635,0.000032433858,0.000023676314,0.000012570654,0.0017374549],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9862023,0.010855676,0.0002739479,0.00037032043,0.00066092034,0.0016368859],"domain_scores_gemma":[0.9852027,0.008125446,0.0017914525,0.00027530582,0.0008615561,0.0037434571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008646458,0.0007587691,0.0007115975,0.0012724306,0.011518618,0.009935987,0.0012676053,0.003109814,0.0029838302],"category_scores_gemma":[0.017641943,0.0007185726,0.000588314,0.000925272,0.016092867,0.006197065,0.009860121,0.005804733,0.0004432413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042723535,0.000033037653,0.0040283566,0.000051271865,0.00000778489,0.0009020045,0.98962957,0.000020111407,0.0002392213,0.0013856295,0.000840069,0.0028202313],"study_design_scores_gemma":[0.0000038657613,0.000042155796,0.00071835646,0.000048172824,0.0000026634034,0.00039447672,0.9914219,0.000021527338,0.0000434245,0.00023956613,0.007052554,0.0000112861735],"about_ca_topic_score_codex":0.00680779,"about_ca_topic_score_gemma":0.009521267,"teacher_disagreement_score":0.011518618,"about_ca_system_score_codex":0.00290912,"about_ca_system_score_gemma":0.0039157257,"threshold_uncertainty_score":0.045727372},"labels":[],"label_agreement":null},{"id":"W4413343813","doi":"10.1016/j.ssaho.2025.101915","title":"“People I Don’t Even Know Can See This” – Privacy Approaches by Canadians Crowdfunding for Basic Living Needs","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Federation for the Humanities and Social Sciences","keywords":"Internet privacy; Need to know; Psychology; Computer science; Computer security","score_opus":0.06814866100590464,"score_gpt":0.2734252298423407,"score_spread":0.20527656883643605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413343813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096188,0.002238478,0.0007988457,0.031894706,0.0002680413,0.00023911837,0.0005307282,0.000036690628,0.05437461],"genre_scores_gemma":[0.9840274,0.001195368,0.00051569566,0.003295698,0.000033553933,0.00006798538,0.00011760304,0.000023733652,0.010722973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951676,0.0012068572,0.0001023866,0.000411884,0.0010211536,0.0020901414],"domain_scores_gemma":[0.99204004,0.0015901417,0.0005854322,0.00022570271,0.0022034033,0.0033553091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045883483,0.00038299957,0.0004306476,0.0019217526,0.038794424,0.0061821323,0.001810909,0.0018313976,0.008655198],"category_scores_gemma":[0.009488922,0.0004269728,0.00050879334,0.002872651,0.008570543,0.002437935,0.0065174154,0.0035251568,0.00040176624],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007502324,0.00007323168,0.04172496,0.00019916365,0.000016356442,0.0013930853,0.9038751,0.000096104006,0.0006335168,0.008625267,0.017430142,0.025858004],"study_design_scores_gemma":[0.000007582332,0.00003082443,0.028839784,0.00029262982,0.000011619066,0.00025522508,0.8718865,0.00012948606,0.000099140656,0.00073552754,0.09765363,0.000058133905],"about_ca_topic_score_codex":0.98447454,"about_ca_topic_score_gemma":0.9893098,"teacher_disagreement_score":0.07226392,"about_ca_system_score_codex":0.07226392,"about_ca_system_score_gemma":0.13382876,"threshold_uncertainty_score":0.5243139},"labels":[],"label_agreement":null},{"id":"W4413344944","doi":"10.1016/j.ssaho.2025.101911","title":"Bridging the digital Divide: The role of educational interventions in enhancing economic growth in Ghana","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Economic Growth and Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Bridging (networking); Psychological intervention; Digital divide; Economic growth; Psychology; Economics; Computer science; Information and Communications Technology; World Wide Web; Computer security","score_opus":0.03308647665790366,"score_gpt":0.296662833622392,"score_spread":0.26357635696448833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413344944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588872,0.0065437546,0.0019890193,0.009933729,0.00008191993,0.00015568607,0.00016502892,0.000052377574,0.022191191],"genre_scores_gemma":[0.99644023,0.0014605063,0.0009469895,0.00028863482,0.000014661484,0.000049367405,0.000024223862,0.0000031313064,0.0007723135],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989151,0.0006747838,0.000033686203,0.00006901474,0.0000969844,0.00021049262],"domain_scores_gemma":[0.9956664,0.0027982462,0.000870025,0.00010369416,0.00013673097,0.00042485038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017864166,0.00032032086,0.00030844274,0.0006859089,0.00053951977,0.0011951546,0.00040146188,0.00040961316,0.0042140028],"category_scores_gemma":[0.0074705794,0.00009563043,0.00024631363,0.0010072571,0.0013308597,0.0016017868,0.0022445407,0.0008283854,0.00019597998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013344355,0.0027060348,0.16662084,0.0025976421,0.00016732934,0.0014299307,0.011148043,0.0073569366,0.0032884248,0.043388516,0.0030016773,0.7569602],"study_design_scores_gemma":[0.0009348467,0.0037237713,0.76251274,0.006816947,0.0006121599,0.00043184985,0.05411049,0.012411588,0.007694534,0.04325993,0.10741516,0.00007590235],"about_ca_topic_score_codex":0.006914419,"about_ca_topic_score_gemma":0.010660088,"teacher_disagreement_score":0.006914419,"about_ca_system_score_codex":0.0027162626,"about_ca_system_score_gemma":0.0037404916,"threshold_uncertainty_score":0.019707918},"labels":[],"label_agreement":null},{"id":"W4414007579","doi":"10.1016/j.ssaho.2026.102770","title":"News reporting on travel restrictions between Canada and the US during the COVID-19 pandemic: An equity-based analysis","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Equity (law); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Political science; Medicine; Virology; Infectious disease (medical specialty); Outbreak","score_opus":0.2126864763643602,"score_gpt":0.43621431158707547,"score_spread":0.22352783522271527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414007579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094514,0.0036393525,0.00042612423,0.0039063194,0.00014813099,0.00022374449,0.05649583,0.00006250048,0.025646713],"genre_scores_gemma":[0.96303964,0.0057242503,0.00077399774,0.0010672291,0.00025866405,0.00016506479,0.023639819,0.000049572882,0.005281716],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99643767,0.0004086917,0.00033592037,0.00021775947,0.0017479978,0.000851945],"domain_scores_gemma":[0.96336406,0.011495515,0.0077031157,0.00066906464,0.014762918,0.002005269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030311474,0.00035457814,0.00032648683,0.012809656,0.0026709782,0.004475445,0.0007325721,0.0004885261,0.0030348098],"category_scores_gemma":[0.020862825,0.0001772974,0.00040589733,0.018926535,0.001199185,0.0013346303,0.0019821227,0.00091816735,0.00031576876],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004290102,0.00009075923,0.8489062,0.001661857,0.00018667537,0.00076110655,0.051613532,0.00027859627,0.00070571725,0.0018205052,0.03117669,0.06236914],"study_design_scores_gemma":[0.0000070731153,0.0000332099,0.89766,0.0008237563,0.00012582868,0.00019384349,0.059821166,0.00036219394,0.00042780218,0.00010384811,0.04040035,0.00004091488],"about_ca_topic_score_codex":0.88010037,"about_ca_topic_score_gemma":0.8975619,"teacher_disagreement_score":0.11989963,"about_ca_system_score_codex":0.014446692,"about_ca_system_score_gemma":0.01979351,"threshold_uncertainty_score":0.24121141},"labels":[],"label_agreement":null},{"id":"W4414079355","doi":"10.1016/j.ssaho.2025.101944","title":"Systemic factors in workplace accidents: An umbrella review of series injuries and fatalities","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Causation; Checklist; Variety (cybernetics); Process (computing); Human factors and ergonomics; Systems thinking; Critical appraisal; Systematic review; Occupational safety and health; Quality (philosophy)","score_opus":0.24065815989485886,"score_gpt":0.5569711468027236,"score_spread":0.3163129869078648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414079355","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030573786,0.99787617,0.0002231646,0.0005860526,0.00035813748,0.00009793203,0.00007039372,0.000003899115,0.00047861857],"genre_scores_gemma":[0.0038092765,0.9941553,0.0006658652,0.00058461004,0.000251061,0.00027773017,0.00008369933,0.00000355289,0.00016894094],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9836624,0.0056661186,0.0060197827,0.0012036454,0.003032794,0.00041534065],"domain_scores_gemma":[0.96295786,0.026862253,0.0054615056,0.0009111819,0.0034728753,0.0003343466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011632615,0.0017610539,0.0049293847,0.033628114,0.0013500089,0.0048080934,0.0016978525,0.002962602,0.0034454656],"category_scores_gemma":[0.037692674,0.0011911364,0.0050898483,0.024345955,0.002332701,0.0059586735,0.0036030908,0.0020254566,0.0007155648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016417436,0.00006078555,0.002281694,0.74983597,0.002698562,0.00045360747,0.0029343225,0.00041792187,0.00062973733,0.007231758,0.013738531,0.21955289],"study_design_scores_gemma":[0.000048975544,0.00019545261,0.0067700977,0.83778226,0.006535384,0.0011734451,0.0016943149,0.00014769362,0.00022797353,0.0031825625,0.14218353,0.00005831118],"about_ca_topic_score_codex":0.007133357,"about_ca_topic_score_gemma":0.012247879,"teacher_disagreement_score":0.033628114,"about_ca_system_score_codex":0.0053863963,"about_ca_system_score_gemma":0.012792988,"threshold_uncertainty_score":0.06151992},"labels":[],"label_agreement":null},{"id":"W4414148407","doi":"10.1016/j.ssaho.2025.101952","title":"Well-being of health workers during the COVID-19 pandemic in Quebec, Canada","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Health care; Stigma (botany); Pandemic; Population; Distress","score_opus":0.13903888640357567,"score_gpt":0.47894864578704294,"score_spread":0.33990975938346724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414148407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97776014,0.002001512,0.0001846192,0.002245055,0.000049964146,0.00017475912,0.013116707,0.0000185827,0.0044485894],"genre_scores_gemma":[0.9946852,0.0007753777,0.00022710857,0.0004493218,0.000012100409,0.00006243784,0.0024180205,0.0000053327144,0.0013650656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999054,0.000113994596,0.000054163364,0.00012085163,0.00019730923,0.00045964387],"domain_scores_gemma":[0.9968472,0.00020677006,0.0004695794,0.00006884311,0.0013057732,0.0011018165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009765411,0.0004461648,0.00047973034,0.0012300418,0.004561714,0.0016883719,0.0014235271,0.00061268423,0.0027150295],"category_scores_gemma":[0.0021991963,0.00029672304,0.00067511573,0.003990927,0.001039629,0.0006275573,0.0010460563,0.0012146177,0.00028880103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006859715,0.0000767553,0.98525894,0.00009943261,0.000054209468,0.000096301366,0.003265507,0.0002029414,0.00015026469,0.000120935474,0.0043929694,0.006213108],"study_design_scores_gemma":[0.0000054054076,0.00002483641,0.9944463,0.00009207382,0.000012491677,0.000017819406,0.0041590407,0.00018219007,0.000024918618,0.000015769934,0.0010027604,0.000016446611],"about_ca_topic_score_codex":0.9985259,"about_ca_topic_score_gemma":0.99917775,"teacher_disagreement_score":0.051875316,"about_ca_system_score_codex":0.051875316,"about_ca_system_score_gemma":0.04071336,"threshold_uncertainty_score":0.37638354},"labels":[],"label_agreement":null},{"id":"W4414569585","doi":"10.1016/j.ssaho.2025.101995","title":"Cooperative Housing: A Catalyst for Health and Wellbeing? A Scoping review of English and Spanish Literature (2004–2024)","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Qualitative research; Systematic review; Equity (law); Social determinants of health; Health equity; Qualitative property; Longitudinal study","score_opus":0.04476051947106868,"score_gpt":0.3897518613997736,"score_spread":0.3449913419287049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414569585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068334135,0.9976421,0.00010583738,0.00054705876,0.00019925523,0.00008346444,0.00014988409,0.0000032994426,0.0005857059],"genre_scores_gemma":[0.007905322,0.9901389,0.00045434712,0.00061333436,0.00011435293,0.0003333566,0.00019940936,0.000004423976,0.0002365544],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903652,0.0042830533,0.0028048812,0.00062869984,0.0014714904,0.0004466335],"domain_scores_gemma":[0.9802039,0.0126065295,0.0032539545,0.00030443192,0.0034030376,0.00022819563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013095696,0.0016126981,0.0039143274,0.021912925,0.0011314162,0.0049850764,0.0016656013,0.0027670655,0.004302776],"category_scores_gemma":[0.035908423,0.0009953527,0.003696697,0.023001865,0.0014615608,0.004181372,0.0027297465,0.001102254,0.00047928945],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020545904,0.000044035405,0.001576138,0.75152194,0.001708553,0.00037583942,0.0024587566,0.00023005229,0.00028563084,0.0024023675,0.013119498,0.22607175],"study_design_scores_gemma":[0.000049958948,0.00009326913,0.005230381,0.89617497,0.004494597,0.00036795586,0.002797039,0.0000782628,0.00021883588,0.0007418523,0.08971944,0.000033474036],"about_ca_topic_score_codex":0.024204433,"about_ca_topic_score_gemma":0.029459558,"teacher_disagreement_score":0.024204433,"about_ca_system_score_codex":0.007076596,"about_ca_system_score_gemma":0.021382933,"threshold_uncertainty_score":0.06925744},"labels":[],"label_agreement":null},{"id":"W4414805992","doi":"10.1016/j.ssaho.2025.102057","title":"Financial innovation and money demand in Nigeria: Exploring the impact of banking innovations, fintech developments and digital payment channels on the money demand","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regent College","funders":"","keywords":"Payment; Inflation (cosmology); Monetary policy; Financial innovation; Demand deposit; Store of value; Value (mathematics); Speculative demand; Broad money; Demand management","score_opus":0.08588918681280597,"score_gpt":0.29676215118375626,"score_spread":0.2108729643709503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414805992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969771,0.00030538582,0.00024058795,0.00028494882,0.0000073828587,0.0000088349025,0.00028957415,0.0000024823735,0.0018837407],"genre_scores_gemma":[0.9988643,0.00018183893,0.00006457792,0.000015632226,0.00000588957,0.0000073588185,0.00021504349,0.0000012125105,0.00064425066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99963105,0.000103215854,0.000033565608,0.000057658,0.000054745953,0.00011974402],"domain_scores_gemma":[0.9966834,0.0021613617,0.0006193914,0.00006073817,0.00022867478,0.00024642234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074484834,0.0003713261,0.00048286558,0.0009656887,0.00053853483,0.0016814596,0.00043126938,0.00075729616,0.0041470863],"category_scores_gemma":[0.0027163648,0.00026334374,0.00052164175,0.0012097722,0.00048862735,0.0012943693,0.0010958877,0.0010131346,0.00043921656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042440562,0.00033829242,0.97140807,0.0001813832,0.00009369266,0.0011114498,0.0015915416,0.0071138614,0.0009094586,0.0054921852,0.000585465,0.010750096],"study_design_scores_gemma":[0.0000325523,0.00039292482,0.9112688,0.00017627285,0.00015273617,0.0004214678,0.014034104,0.0646105,0.0010739113,0.004103692,0.0036774857,0.000055552686],"about_ca_topic_score_codex":0.017237557,"about_ca_topic_score_gemma":0.020698441,"teacher_disagreement_score":0.017237557,"about_ca_system_score_codex":0.0019361905,"about_ca_system_score_gemma":0.0011050323,"threshold_uncertainty_score":0.0342744},"labels":[],"label_agreement":null},{"id":"W4415479495","doi":"10.1016/j.ssaho.2025.102137","title":"Adapting a framework for environmental scanning in health projects: experiences from Ontario Health Teams","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Impact; Laurentian University; University of Toronto","funders":"","keywords":"Flexibility (engineering); Public health; Needs assessment; Health care; Adaptation (eye); Public policy; Health policy","score_opus":0.07552501377287577,"score_gpt":0.3791324920196897,"score_spread":0.3036074782468139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415479495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37778416,0.00417786,0.1936817,0.21272372,0.0008578931,0.012638739,0.0015520428,0.0019704103,0.19461353],"genre_scores_gemma":[0.6718136,0.0020172738,0.27987495,0.009123237,0.00008976321,0.004012781,0.0008045479,0.00051887415,0.031744953],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9434006,0.037896678,0.0022357604,0.0018976408,0.008772001,0.005797214],"domain_scores_gemma":[0.94785666,0.018082095,0.0025360696,0.0057376013,0.013342931,0.012444685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06796953,0.00073714403,0.00038737216,0.0021505062,0.019150596,0.009817393,0.00511257,0.0038303798,0.0060961866],"category_scores_gemma":[0.041953612,0.00091815117,0.00093147886,0.003968208,0.011811518,0.0047723814,0.015828535,0.003501373,0.00097009016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020175373,0.00084749685,0.048177,0.0017995358,0.00010236206,0.006109128,0.48688874,0.009727457,0.005190634,0.05830025,0.081843585,0.30081204],"study_design_scores_gemma":[0.00013847499,0.0005494867,0.042477712,0.0025019892,0.000091833965,0.0013319022,0.36357126,0.0071590594,0.0016433675,0.038859464,0.54130095,0.0003744595],"about_ca_topic_score_codex":0.68203235,"about_ca_topic_score_gemma":0.86600596,"teacher_disagreement_score":0.92114174,"about_ca_system_score_codex":0.07885825,"about_ca_system_score_gemma":0.22668928,"threshold_uncertainty_score":0.63968045},"labels":[],"label_agreement":null},{"id":"W4415901478","doi":"10.1016/j.ssaho.2025.102167","title":"An introduction to the educational tradition in the persianate world: A historicist approach to philosophical foundations","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West; University of Victoria","funders":"","keywords":"Historicism; Persian; Elite; Value (mathematics); Power (physics)","score_opus":0.1166847831558943,"score_gpt":0.38433532724538705,"score_spread":0.26765054408949274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415901478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5494202,0.019354394,0.0440572,0.063540064,0.0020401278,0.00077110564,0.0008993001,0.000121335375,0.3197963],"genre_scores_gemma":[0.9623264,0.0056333826,0.010218902,0.0024371943,0.0003055555,0.0004229364,0.00010526756,0.000041691324,0.0185086],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99858546,0.0010621363,0.000039983366,0.00007857549,0.0001324831,0.00010134075],"domain_scores_gemma":[0.9971609,0.0022064582,0.000167864,0.00012475236,0.00018035235,0.00015971765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003432591,0.00033138128,0.00023097135,0.0015668857,0.0051078666,0.0034856945,0.0007191035,0.0010419089,0.005539027],"category_scores_gemma":[0.0028464955,0.00015844467,0.00017997049,0.0019645893,0.012252534,0.004812568,0.002492519,0.0022385612,0.00031993326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016831582,0.00003674049,0.0015257308,0.00017844661,0.0000017686334,0.0004035377,0.6806483,0.00011724778,0.00040094665,0.29086974,0.003919431,0.021881243],"study_design_scores_gemma":[0.000006624435,0.000059265614,0.0024843956,0.00075145235,0.000003144856,0.0006067745,0.63960046,0.0001796594,0.00039918756,0.043954764,0.3119385,0.000015817139],"about_ca_topic_score_codex":0.0026473515,"about_ca_topic_score_gemma":0.0039195176,"teacher_disagreement_score":0.005539027,"about_ca_system_score_codex":0.003993433,"about_ca_system_score_gemma":0.0028189942,"threshold_uncertainty_score":0.028974533},"labels":[],"label_agreement":null},{"id":"W4416024172","doi":"10.1016/j.ssaho.2025.102191","title":"Provincial correctional workers in Ontario: Unpacking the mental health and occupational experiences of institutional management and leaders","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; Providence University College and Theological Seminary; University of Manitoba; Memorial University of Newfoundland","funders":"","keywords":"Mental health; Psychological intervention; Context (archaeology); Anxiety; Mental health law; Middle Eastern Mental Health Issues & Syndromes; Unpacking; Occupational safety and health","score_opus":0.09649324767004179,"score_gpt":0.38374157263252956,"score_spread":0.28724832496248776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416024172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971967,0.00020906531,0.000039935152,0.0007593621,0.00001198099,0.000032771593,0.00021634265,0.0000024973233,0.0015313943],"genre_scores_gemma":[0.9985897,0.0002925162,0.00006724536,0.00018468128,0.0000061477294,0.000017532268,0.0000994925,0.0000022731874,0.00074034237],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998432,0.00025947657,0.00006319374,0.000097833814,0.0003692833,0.0007781232],"domain_scores_gemma":[0.99594253,0.00045934663,0.00097226753,0.00012602829,0.0013047878,0.0011950847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121639,0.0002488175,0.00033454003,0.0009962398,0.008176022,0.0022447158,0.0011524814,0.0004709609,0.0022085935],"category_scores_gemma":[0.0043716845,0.00035757368,0.00027306037,0.0022710639,0.0025061104,0.0010044518,0.0023189918,0.00093989144,0.00021021355],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093458846,0.000059456954,0.75685155,0.00018867599,0.000024997997,0.00061454147,0.22356704,0.000059813094,0.00054548,0.0001829661,0.0025361057,0.015275964],"study_design_scores_gemma":[0.000005106477,0.000055803503,0.6913656,0.00014082497,0.000010957239,0.00009121743,0.30401015,0.00008165021,0.000052514613,0.000054511336,0.0041117235,0.000019972333],"about_ca_topic_score_codex":0.98409545,"about_ca_topic_score_gemma":0.9950169,"teacher_disagreement_score":0.033741094,"about_ca_system_score_codex":0.033741094,"about_ca_system_score_gemma":0.048568938,"threshold_uncertainty_score":0.24480993},"labels":[],"label_agreement":null},{"id":"W4416189238","doi":"10.1016/j.ssaho.2025.102207","title":"Economic effects of Mpox: A short analysis","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"","score_opus":0.035312260988383075,"score_gpt":0.354108897188138,"score_spread":0.3187966361997549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416189238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.742295,0.037545674,0.039070096,0.021434208,0.0008205505,0.00076080754,0.009025983,0.00024081684,0.14880684],"genre_scores_gemma":[0.95366305,0.0078317905,0.0016363828,0.0007286256,0.0005815953,0.0001376769,0.001137613,0.00005048238,0.03423275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994541,0.0001391402,0.000021648539,0.00004485275,0.00010715122,0.00023313759],"domain_scores_gemma":[0.9969994,0.0023507327,0.0001829617,0.000076078366,0.0002600169,0.00013085088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010112735,0.00082949,0.0011031791,0.0017712547,0.0006512878,0.001759173,0.0006652701,0.00089713885,0.016999463],"category_scores_gemma":[0.003303766,0.0003849616,0.0022930729,0.0010958163,0.0005993679,0.0019180614,0.0013180634,0.0013768721,0.0006689213],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035612064,0.0014849295,0.06945939,0.00248313,0.0024131984,0.0040921527,0.00049826835,0.22091198,0.0057099136,0.46954525,0.053331476,0.16650914],"study_design_scores_gemma":[0.0005666505,0.0036243296,0.28574324,0.0007331538,0.0032298153,0.00062537997,0.004324001,0.24861112,0.0070861555,0.34108156,0.10412228,0.00025236036],"about_ca_topic_score_codex":0.018283632,"about_ca_topic_score_gemma":0.012067649,"teacher_disagreement_score":0.018283632,"about_ca_system_score_codex":0.0018466498,"about_ca_system_score_gemma":0.0012821112,"threshold_uncertainty_score":0.05686885},"labels":[],"label_agreement":null},{"id":"W4416785647","doi":"10.1016/j.ssaho.2025.102265","title":"Indigenising masculinities: Relational renewal in settler colonial Australia","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Indigenous; Colonialism; Masculinity; Power (physics); Relevance (law); Ethnography; Indigenization","score_opus":0.13056613441114637,"score_gpt":0.42229409811168006,"score_spread":0.29172796370053367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416785647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8749408,0.0030804712,0.0027673536,0.0101774335,0.00013866939,0.000058247166,0.000009642414,0.000024807816,0.108802445],"genre_scores_gemma":[0.99013174,0.0006292246,0.00047202603,0.0004608592,0.000023653722,0.000015222609,0.0000033881345,0.000010389237,0.00825356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958912,0.0023628648,0.00006577091,0.0003822001,0.0006853708,0.0006125728],"domain_scores_gemma":[0.9980862,0.0006234903,0.0003471544,0.00013877009,0.00023932976,0.0005650833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042912858,0.00032803777,0.00045384822,0.0012413568,0.021722104,0.0067391526,0.0012218654,0.0015675925,0.0031846291],"category_scores_gemma":[0.0040116613,0.00043182308,0.00020894741,0.0010545242,0.037748046,0.0030939924,0.0130169615,0.0032370184,0.00021897868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005393717,0.000016846263,0.002155382,0.000026300706,0.0000027248113,0.0006591058,0.96079314,0.000029201405,0.000338312,0.029401515,0.0003268553,0.0062451907],"study_design_scores_gemma":[0.000004441218,0.000067162255,0.011691415,0.0001930669,0.000009850868,0.0012480627,0.8713237,0.00035215417,0.00031563707,0.017383132,0.097376846,0.0000346169],"about_ca_topic_score_codex":0.08303132,"about_ca_topic_score_gemma":0.122000076,"teacher_disagreement_score":0.08303132,"about_ca_system_score_codex":0.008555316,"about_ca_system_score_gemma":0.0068690265,"threshold_uncertainty_score":0.16509604},"labels":[],"label_agreement":null},{"id":"W4416790945","doi":"10.1016/j.ssaho.2026.103080","title":"Creating Still Waters: Calming Colonizing Undercurrents in Higher Education Curricula Through Cross-Epistemic Dialogue","year":2025,"lang":"en","type":"preprint","venue":"Social Sciences & Humanities Open","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Cultural humility; Curriculum; Acknowledgement; Humility; Traditional knowledge; Higher education; Grounded theory; Honor","score_opus":0.17189668838121316,"score_gpt":0.4458708536139256,"score_spread":0.27397416523271245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416790945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8252751,0.00182502,0.020139538,0.037302572,0.00055869744,0.00028783974,0.000052184583,0.00030993976,0.11424911],"genre_scores_gemma":[0.9801773,0.00038948076,0.0045966865,0.001655182,0.000023598916,0.00004225768,0.000020802112,0.000061965264,0.013032729],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.985068,0.009010907,0.00025482796,0.00092352496,0.0013492618,0.0033934596],"domain_scores_gemma":[0.98319227,0.006830276,0.0011072367,0.0012067789,0.001857578,0.0058059143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016910797,0.0005827947,0.00043346474,0.0022858917,0.048172437,0.016889114,0.0031538247,0.003275513,0.005435178],"category_scores_gemma":[0.015182323,0.0005498944,0.0005455922,0.0017005403,0.044069324,0.010324,0.02726156,0.0064736055,0.00063682365],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017991646,0.00005747106,0.004678507,0.000055622284,0.0000071220147,0.0007607535,0.94448936,0.000120871024,0.0005984674,0.025603203,0.0026435368,0.020967113],"study_design_scores_gemma":[0.000004693464,0.00002499182,0.0022030587,0.00017497048,0.0000076028864,0.00011499909,0.8991434,0.00020417238,0.0005143505,0.008645863,0.08893451,0.00002742279],"about_ca_topic_score_codex":0.31535205,"about_ca_topic_score_gemma":0.63217,"teacher_disagreement_score":0.31535205,"about_ca_system_score_codex":0.03903452,"about_ca_system_score_gemma":0.09776515,"threshold_uncertainty_score":0.627033},"labels":[],"label_agreement":null},{"id":"W4417506382","doi":"10.1016/j.ssaho.2025.102329","title":"The impact of physician-patient ethnic concordance and discordance on the health of black and indigenous patients: A systematic review of the literature","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Quebec Population Health Research Network; University of Ottawa; Université Laval; Institut du Savoir Montfort; McGill University Health Centre","funders":"Faculty of Medicine, University of Ottawa","keywords":"Concordance; Indigenous; Ethnic group; Mental health; Health care; Disease; Epidemiology; MEDLINE","score_opus":0.03041703108874897,"score_gpt":0.377696704508968,"score_spread":0.347279673420219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417506382","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037509939,0.99449724,0.0001429321,0.000420637,0.00009189519,0.00028030956,0.0004794621,0.000005410161,0.00033109207],"genre_scores_gemma":[0.060312442,0.93658125,0.0009514962,0.0008278919,0.00008906144,0.0007449123,0.00038352498,0.000009726923,0.000099688456],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97555614,0.009951695,0.008215279,0.0015400343,0.0041777147,0.0005591799],"domain_scores_gemma":[0.90459657,0.07467292,0.01247482,0.0013664523,0.0063207317,0.0005684718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020836424,0.0010434923,0.0063433535,0.011235742,0.0012058704,0.0036682663,0.0020756905,0.0017973473,0.002459942],"category_scores_gemma":[0.09490539,0.0011705004,0.0066742687,0.013565627,0.0015592307,0.0023905777,0.0023239949,0.0012633373,0.00017161752],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017476697,0.000017700278,0.003482827,0.9499408,0.010796149,0.00010562705,0.0012430974,0.000076406344,0.000101097605,0.0002464605,0.0010360597,0.032779116],"study_design_scores_gemma":[0.000105976855,0.00010670867,0.0102595,0.9322435,0.047092956,0.00025911137,0.0012331586,0.00006322014,0.00011631624,0.00019292139,0.008286169,0.000040343602],"about_ca_topic_score_codex":0.0501948,"about_ca_topic_score_gemma":0.1408406,"teacher_disagreement_score":0.0501948,"about_ca_system_score_codex":0.0069528897,"about_ca_system_score_gemma":0.02947136,"threshold_uncertainty_score":0.11019486},"labels":[],"label_agreement":null},{"id":"W7083314675","doi":"10.1016/j.ssaho.2025.102002","title":"Pregnant women's psychological responses to climate change: a rapid review","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Lawrence College; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Pregnancy; Government (linguistics); Affect (linguistics); Disease; MEDLINE","score_opus":0.16333689028154452,"score_gpt":0.39164227324292183,"score_spread":0.2283053829613773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083314675","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035471874,0.9984647,0.00006138023,0.0003025872,0.0001755414,0.00013622205,0.00018898584,0.000006415094,0.00030956324],"genre_scores_gemma":[0.0029498034,0.9959097,0.00022188043,0.00041401084,0.00009312238,0.000220858,0.00009934242,0.0000024026047,0.00008896865],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99716765,0.00075659284,0.001107686,0.00024294884,0.0005919953,0.00013313397],"domain_scores_gemma":[0.9821424,0.012904797,0.0026413386,0.00022184245,0.0018749483,0.00021472301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003955392,0.0009848408,0.0037511007,0.009410624,0.00060449704,0.0024203819,0.0017391135,0.0019681493,0.0054828776],"category_scores_gemma":[0.017260564,0.0007143932,0.0032230862,0.010292633,0.000637904,0.0023456886,0.0014655789,0.0011990356,0.000537334],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089713234,0.000016840804,0.0005384121,0.89070463,0.0010814071,0.0001854151,0.00039142795,0.0000658219,0.00020156757,0.00035103955,0.0050097494,0.101363905],"study_design_scores_gemma":[0.000047799513,0.00014540587,0.004283499,0.91279155,0.00736278,0.0008315234,0.0004958949,0.000044626122,0.000112956055,0.00032358762,0.07353062,0.00002977067],"about_ca_topic_score_codex":0.0060210703,"about_ca_topic_score_gemma":0.014146879,"teacher_disagreement_score":0.009410624,"about_ca_system_score_codex":0.002642535,"about_ca_system_score_gemma":0.008457163,"threshold_uncertainty_score":0.02091837},"labels":[],"label_agreement":null},{"id":"W7108067747","doi":"10.1016/j.ssaho.2025.102298","title":"Is globalization a threat to Europe? Winning and losing territories in the first quarter of the twenty-first century","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; European Regional Development Fund; Ministerio de Ciencia, Innovación y Universidades","keywords":"Globalization; Politics; Quarter (Canadian coin); Metropolitan area; Settlement (finance)","score_opus":0.0381404428957995,"score_gpt":0.32078198426345156,"score_spread":0.28264154136765207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108067747","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34836563,0.054507475,0.0014703707,0.12078311,0.0035400114,0.000017061999,0.000095188516,0.000035103327,0.47118598],"genre_scores_gemma":[0.9555079,0.010960813,0.00027479845,0.009352093,0.0005306197,0.000011390253,0.000034653356,0.000030849915,0.023296958],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984812,0.00053742225,0.00004873806,0.00017126046,0.0001852652,0.0005762357],"domain_scores_gemma":[0.99925,0.00015493282,0.00010622452,0.000056280907,0.00007483564,0.00035768133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018987465,0.0002794301,0.00030600317,0.00057680305,0.0073595624,0.010267032,0.0003916699,0.0026561993,0.0034935526],"category_scores_gemma":[0.0017940352,0.00014047034,0.00021837777,0.0010192367,0.014796462,0.0065927943,0.004669469,0.0037073551,0.0002884249],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004717759,0.000028554135,0.0034266792,0.000089130685,0.000016923157,0.00064885215,0.07953703,0.00019569567,0.0002041331,0.86579293,0.021652278,0.028360507],"study_design_scores_gemma":[0.0000061123906,0.000038005703,0.007015765,0.00043514313,0.000007793131,0.00050220214,0.054640524,0.000068828565,0.00016411179,0.069385156,0.8677057,0.000030764695],"about_ca_topic_score_codex":0.0067968364,"about_ca_topic_score_gemma":0.007173407,"teacher_disagreement_score":0.010267032,"about_ca_system_score_codex":0.0034357293,"about_ca_system_score_gemma":0.00217725,"threshold_uncertainty_score":0.024928093},"labels":[],"label_agreement":null},{"id":"W7115176415","doi":"10.1016/j.ssaho.2025.102347","title":"Virtual vistas: Exploring the demographics of the virtual reality user base","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Meta Research","keywords":"Virtual reality; Demographics; Base (topology); User interface","score_opus":0.16163965370619052,"score_gpt":0.3535543783171929,"score_spread":0.19191472461100237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115176415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813168,0.00043800578,0.0010429394,0.0013077771,0.000023456334,0.00004386142,0.0027113918,0.00006121743,0.013054539],"genre_scores_gemma":[0.99281293,0.0007451956,0.0005061667,0.000256077,0.000030512367,0.00005704937,0.0013583913,0.000062263935,0.004171483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990631,0.00023802932,0.000068464826,0.00013739146,0.00028788424,0.00020520994],"domain_scores_gemma":[0.9959252,0.001179267,0.000953788,0.00015232268,0.0009752771,0.0008140865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090554147,0.00015826288,0.00017975921,0.0035827716,0.00094985537,0.0037003148,0.00060396746,0.00044054724,0.011825746],"category_scores_gemma":[0.006558378,0.00018409922,0.00012755019,0.0032052486,0.00054622075,0.0039313477,0.0019110026,0.00060326967,0.0030970208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005463989,0.00021620194,0.77327245,0.00015183604,0.000041246454,0.00048920856,0.06274966,0.0002858221,0.0028652528,0.010813804,0.020597473,0.12797071],"study_design_scores_gemma":[0.000029706052,0.00045203193,0.7004475,0.00023511515,0.00004283264,0.0031552766,0.2129921,0.00436279,0.0014523956,0.002972643,0.07374073,0.00011688309],"about_ca_topic_score_codex":0.014493632,"about_ca_topic_score_gemma":0.018384315,"teacher_disagreement_score":0.014493632,"about_ca_system_score_codex":0.0006212362,"about_ca_system_score_gemma":0.00073673564,"threshold_uncertainty_score":0.039561033},"labels":[],"label_agreement":null}]}