{"meta":{"query_hash":"b428089c5ee9","filters":{"venue":"Humanities and Social Sciences Communications"},"cohort_total":167,"direct_labels_cover":5,"predictions_cover":167,"exported":167,"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/b428089c5ee9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Humanities+and+Social+Sciences+Communications"},"results":[{"id":"W3038853809","doi":"10.1057/s41599-020-0509-1","title":"Healthy publics as multi-species matters: solidarity with people’s pets in One Health promotion","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":7,"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; Canadian Institutes of Health Research; University of Wollongong; University of Exeter","keywords":"Solidarity; Publics; Public relations; Sociology; Political science","score_opus":0.33245930448044747,"score_gpt":0.4006461841010916,"score_spread":0.06818687962064413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038853809","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":[0.8802854,0.0016863405,0.0066978377,0.046532486,0.0007410705,0.00014021432,0.00008322832,0.000065507644,0.063767925],"genre_scores_gemma":[0.9956358,0.000259801,0.00057069433,0.0012299931,0.000062997766,0.00003155762,0.000011581401,0.000015420816,0.0021820848],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9886656,0.009349776,0.00012337544,0.0005026161,0.00046766718,0.0008909656],"domain_scores_gemma":[0.9887454,0.0056246817,0.0015270365,0.00081049686,0.0006298999,0.0026624028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009767374,0.0003727832,0.00046753074,0.0010207318,0.016021885,0.007752239,0.0012622873,0.003350533,0.0076181027],"category_scores_gemma":[0.010554911,0.00046437062,0.00039862518,0.000699017,0.022196902,0.007964331,0.011878773,0.0047294577,0.00040722938],"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":[0.000052739302,0.00014255944,0.008446795,0.00018334591,0.000020589683,0.0016171543,0.9398518,0.000080841215,0.0007779219,0.033506904,0.004188441,0.011130911],"study_design_scores_gemma":[0.0000071594536,0.00009472446,0.0047004367,0.00028776412,0.000015307462,0.0005293029,0.9184996,0.00018914157,0.0002694892,0.008788342,0.06658515,0.000033537814],"about_ca_topic_score_codex":0.004266931,"about_ca_topic_score_gemma":0.006144527,"teacher_disagreement_score":0.016021885,"about_ca_system_score_codex":0.0038487695,"about_ca_system_score_gemma":0.0034571507,"threshold_uncertainty_score":0.05165541},"labels":[],"label_agreement":null},{"id":"W3040884840","doi":"10.1057/s41599-020-0523-3","title":"Sentiments and emotions evoked by news headlines of coronavirus disease (COVID-19) outbreak","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":278,"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":"Sadness; Anger; Coronavirus disease 2019 (COVID-19); Psychology; Sentence; Sentiment analysis; Coronavirus; News media; Social psychology; Disease; Medicine; Linguistics; Sociology; Media studies; Infectious disease (medical specialty); Computer science","score_opus":0.3228928790328312,"score_gpt":0.39407785476027946,"score_spread":0.07118497572744825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040884840","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":[0.9908562,0.0004047377,0.0006974991,0.00017257662,0.00010027787,0.00007140163,0.0043017697,0.000041155683,0.0033545105],"genre_scores_gemma":[0.99049103,0.00045805072,0.0016382588,0.000088639135,0.00018594688,0.000091545866,0.0055289236,0.000016267595,0.0015013521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99958426,0.00011656925,0.000059857644,0.00005569681,0.0001320337,0.00005165985],"domain_scores_gemma":[0.9968746,0.0015284,0.0008081304,0.000055478802,0.00060599693,0.00012745477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060615776,0.00030598976,0.00021008251,0.0017163656,0.00035410674,0.0008877326,0.000083236715,0.00024019634,0.0016594527],"category_scores_gemma":[0.0034901972,0.00005858785,0.00024960184,0.00126826,0.00019521776,0.00040114857,0.00035013404,0.00025435493,0.00043298776],"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":[0.0035020623,0.00033473942,0.72891665,0.0031343852,0.0004432093,0.0018972085,0.013126612,0.0013582266,0.05707045,0.00066223345,0.027551735,0.1620025],"study_design_scores_gemma":[0.000017473903,0.00024595612,0.97634107,0.00014562122,0.00013949366,0.00036346662,0.006601205,0.0030724306,0.0043849573,0.00012636115,0.008531737,0.000030147601],"about_ca_topic_score_codex":0.0018342049,"about_ca_topic_score_gemma":0.0027949095,"teacher_disagreement_score":0.0018342049,"about_ca_system_score_codex":0.00031393472,"about_ca_system_score_gemma":0.00015189957,"threshold_uncertainty_score":0.005551398},"labels":[],"label_agreement":null},{"id":"W3046888034","doi":"10.1057/s41599-020-00545-4","title":"Assessment of monthly economic losses in Wuhan under the lockdown against COVID-19","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"York University","keywords":"Job loss; Economic impact analysis; Economic cost; Coronavirus disease 2019 (COVID-19); Business; Pandemic; Environmental health; Economics; Economic growth; Unemployment; Medicine","score_opus":0.6266970518769936,"score_gpt":0.49365483203187926,"score_spread":0.13304221984511438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046888034","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":[0.99258316,0.00017382056,0.0034123834,0.00033514886,0.000021970889,0.00004964356,0.0011361022,0.000039463022,0.002248204],"genre_scores_gemma":[0.99706656,0.00011370599,0.00087874074,0.000024411474,0.000005638518,0.000041401196,0.00079829956,0.00000586732,0.0010654917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9994092,0.00013220776,0.00003383368,0.000062213876,0.00021729092,0.00014520583],"domain_scores_gemma":[0.9993148,0.000160786,0.00017143956,0.00004484068,0.0002506576,0.00005756735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014159065,0.00052542833,0.0003366972,0.0010950039,0.00039652342,0.00088762864,0.00064527703,0.0005621462,0.0013641125],"category_scores_gemma":[0.0026802414,0.00026165493,0.00064112665,0.0008759809,0.00044566533,0.00095898454,0.001126803,0.00062587677,0.00010421263],"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":[0.0006639919,0.00022833442,0.396528,0.00029769205,0.0006172395,0.0023332206,0.00078479416,0.5347804,0.0058882297,0.010254566,0.0049951053,0.042628486],"study_design_scores_gemma":[0.00002816352,0.0003390112,0.409206,0.000071749266,0.00020971039,0.00023703073,0.0016154359,0.5766674,0.0033916596,0.0033853694,0.0047476273,0.00010087755],"about_ca_topic_score_codex":0.05414673,"about_ca_topic_score_gemma":0.035190497,"teacher_disagreement_score":0.05414673,"about_ca_system_score_codex":0.0026318042,"about_ca_system_score_gemma":0.0016817398,"threshold_uncertainty_score":0.107663155},"labels":[],"label_agreement":null},{"id":"W3049168540","doi":"10.1057/s41599-020-00539-2","title":"How dogs become accurate instruments: care, attunement, and reflexivity","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Geographies of human-animal interactions","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":"York University","funders":"Center for Advanced Study, University of Illinois at Urbana-Champaign; European University Institute; University of Manchester","keywords":"Attunement; Hypoglycemia; Reflexivity; Medicine; Psychology; Sociology; Insulin; Pathology; Internal medicine; Social science","score_opus":0.26461430118375334,"score_gpt":0.40785730183447105,"score_spread":0.1432430006507177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049168540","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":[0.5973287,0.0051051285,0.044350307,0.083004534,0.0006619153,0.00006268547,0.000055699824,0.00017575745,0.26925522],"genre_scores_gemma":[0.9944833,0.0003548271,0.0012425024,0.0007626316,0.00002622465,0.000009781331,0.0000058310375,0.000019442967,0.00309553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98865485,0.009364492,0.00013985104,0.00052169163,0.0007593552,0.0005597431],"domain_scores_gemma":[0.99295115,0.0040268917,0.0011295296,0.0006199875,0.0007056181,0.0005669744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073108124,0.00034706015,0.00028428773,0.001198496,0.004630149,0.006550023,0.0009270841,0.003004233,0.003128127],"category_scores_gemma":[0.011444841,0.0003215245,0.00020595673,0.0007054449,0.05957316,0.006214174,0.0048784586,0.0029461486,0.0004134625],"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":[0.000033147564,0.00003651299,0.0031697028,0.000065732784,0.000011051533,0.00044260235,0.6682852,0.00029179567,0.0010798073,0.31061405,0.004153309,0.011817028],"study_design_scores_gemma":[0.000015641683,0.00014328456,0.0050065536,0.0003333794,0.00001770416,0.00091925793,0.58304715,0.0010686016,0.0010992041,0.16224502,0.24603564,0.00006857471],"about_ca_topic_score_codex":0.0032283342,"about_ca_topic_score_gemma":0.0025971457,"teacher_disagreement_score":0.0073108124,"about_ca_system_score_codex":0.0026244097,"about_ca_system_score_gemma":0.0016161859,"threshold_uncertainty_score":0.038663685},"labels":[],"label_agreement":null},{"id":"W3055247372","doi":"10.1057/s41599-020-00560-5","title":"Public Service Broadcasting-Friends groups as a microcosm of public interest media advocacy","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Nonprofit Sector and Volunteering","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":"Simon Fraser University","funders":"","keywords":"Public broadcasting; Interdependence; Public relations; Institutionalisation; Public service; Broadcasting (networking); Politics; Political science; Sociology; Public interest; Service (business); Business; Social science; Marketing","score_opus":0.46304391858131855,"score_gpt":0.36863276858554467,"score_spread":0.09441114999577388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3055247372","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":[0.8374537,0.00043238254,0.0056451214,0.006041019,0.00009406562,0.00022256128,0.000043695916,0.000082686536,0.14998484],"genre_scores_gemma":[0.99759346,0.000038211965,0.0005512026,0.00006606201,0.000016405618,0.000035035853,0.00000587508,0.000011470292,0.0016822567],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9884216,0.008603301,0.00014387716,0.0005662853,0.0009132076,0.0013517279],"domain_scores_gemma":[0.98622197,0.00962533,0.0012994504,0.0010436211,0.00044020632,0.001369411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070830793,0.00024137016,0.0002983937,0.0035615123,0.011426798,0.009112836,0.0013042707,0.001322198,0.006592079],"category_scores_gemma":[0.008786091,0.00036131594,0.0002103856,0.0023743731,0.033478953,0.005319444,0.009452844,0.0016466752,0.00028293792],"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":[0.00005852161,0.0000719334,0.007174445,0.00007251584,0.0000074964537,0.0009295456,0.8008819,0.00013097303,0.0009920213,0.1723412,0.0013975927,0.01594188],"study_design_scores_gemma":[0.000022225182,0.000096553296,0.012965831,0.00014390063,0.0000123702,0.00047005116,0.8634332,0.0005304398,0.0006635103,0.03267031,0.088967085,0.000024644192],"about_ca_topic_score_codex":0.007211976,"about_ca_topic_score_gemma":0.012272634,"teacher_disagreement_score":0.011426798,"about_ca_system_score_codex":0.00508171,"about_ca_system_score_gemma":0.0050788634,"threshold_uncertainty_score":0.037459314},"labels":[],"label_agreement":null},{"id":"W3081157500","doi":"10.1057/s41599-020-00570-3","title":"On the problem of astronomy and popular prejudices: the case of ancient astronomers and NASA funding","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Space exploration and regulation","field":"Physics and Astronomy","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":"Concordia University","funders":"","keywords":"Astronomer; Agency (philosophy); Possession (linguistics); Politics; Space (punctuation); Classics; Philosophy; History; Law; Political science; Epistemology; Art history","score_opus":0.14882083693600048,"score_gpt":0.3023483873424073,"score_spread":0.15352755040640684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081157500","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":[0.85093266,0.002193981,0.0008498332,0.05343568,0.00014189926,0.000018352966,0.000017588207,0.0000062408467,0.092403784],"genre_scores_gemma":[0.9962488,0.00034289478,0.00011589664,0.0017532636,0.00007049183,0.00000750795,0.0000033954648,0.000004933912,0.001452867],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98323387,0.011744469,0.0002757055,0.0008901208,0.001698724,0.002157105],"domain_scores_gemma":[0.9562502,0.035094336,0.0044245934,0.0011332302,0.0017349063,0.0013628271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020108746,0.00037291454,0.000786237,0.0034218016,0.032197934,0.015891194,0.0022635702,0.0134315025,0.0037921888],"category_scores_gemma":[0.026161559,0.00049100735,0.00041867414,0.003725779,0.07335851,0.010818643,0.008575284,0.009959459,0.00024287203],"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":[0.00003022017,0.000038283022,0.0026584878,0.00003603189,0.000011133677,0.0013360133,0.7937597,0.00006881875,0.00014699363,0.19712842,0.0015782309,0.00320782],"study_design_scores_gemma":[0.00002372645,0.000022802213,0.003365706,0.00022218598,0.000017098668,0.000514678,0.90410054,0.0002657547,0.00016132001,0.056888502,0.034381058,0.000036532263],"about_ca_topic_score_codex":0.025810875,"about_ca_topic_score_gemma":0.025675062,"teacher_disagreement_score":0.032197934,"about_ca_system_score_codex":0.0094155595,"about_ca_system_score_gemma":0.0047213617,"threshold_uncertainty_score":0.10634649},"labels":[],"label_agreement":null},{"id":"W3086799952","doi":"10.1057/s41599-020-00584-x","title":"Prevalent posttraumatic stress disorder among emergency department personnel: rapid systematic review","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":30,"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 Windsor","funders":"","keywords":"Emergency department; Posttraumatic stress; Confidence interval; Medicine; Nonprobability sampling; Health care; Family medicine; Psychology; Psychiatry; Population; Environmental health","score_opus":0.26365083847015297,"score_gpt":0.45063879209438484,"score_spread":0.18698795362423187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086799952","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":[0.004366331,0.9868732,0.00055520824,0.0006818814,0.00024901817,0.0025298714,0.004112485,0.000041569652,0.0005904719],"genre_scores_gemma":[0.056431033,0.9323082,0.0027836417,0.0014559154,0.00015884645,0.0049978173,0.0014973184,0.000026953425,0.0003402915],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9821701,0.0049112313,0.00809566,0.0015270257,0.002709065,0.000586869],"domain_scores_gemma":[0.9448724,0.034812298,0.010466535,0.0013748982,0.00781781,0.0006561328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016713517,0.0015548007,0.008718943,0.020105336,0.00089729234,0.004299429,0.0019006697,0.002072567,0.0067083105],"category_scores_gemma":[0.08788328,0.0016925161,0.007642763,0.017873574,0.000984844,0.0042090635,0.0028645848,0.0013369987,0.00056019606],"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":[0.000117304764,0.000009054626,0.0011979804,0.97555906,0.007320335,0.000085835505,0.00026798988,0.000055398432,0.00013652997,0.00011307101,0.0010811363,0.014056296],"study_design_scores_gemma":[0.00022407922,0.00017843784,0.005714775,0.92811203,0.053102758,0.00030261904,0.0005095525,0.000055416705,0.00016681272,0.00020391072,0.011389329,0.000040318933],"about_ca_topic_score_codex":0.011499496,"about_ca_topic_score_gemma":0.0372629,"teacher_disagreement_score":0.020105336,"about_ca_system_score_codex":0.006523559,"about_ca_system_score_gemma":0.023177193,"threshold_uncertainty_score":0.08839059},"labels":[],"label_agreement":null},{"id":"W3103755500","doi":"10.1057/s41599-020-00643-3","title":"Sex and gender considerations in health research: a trainee and allied research personnel perspective","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":5,"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 de Montréal; Women's College Hospital; Alberta Kidney Disease Network; University of Toronto; Dalhousie University; Libin Cardiovascular Institute of Alberta","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Agency (philosophy); Medical education; Curriculum; Transparency (behavior); Perspective (graphical); Focus group; Qualitative research; Psychology; Funding Agency; Accountability; Public relations; Political science; Medicine; Pedagogy; Sociology; Social science","score_opus":0.9021242310586254,"score_gpt":0.5705882615867754,"score_spread":0.33153596947184993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103755500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.469623,0.014294917,0.011403243,0.46095765,0.0030983174,0.00034898877,0.00012932507,0.0000735369,0.04007101],"genre_scores_gemma":[0.9315488,0.0054274164,0.0038589234,0.054477077,0.0010161636,0.00021728998,0.00001958116,0.000024624002,0.0034101028],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.88098234,0.103043824,0.0021598202,0.0012580393,0.0064944625,0.006061517],"domain_scores_gemma":[0.8362447,0.119984046,0.010553107,0.003050819,0.010892798,0.01927451],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09860209,0.0003689324,0.0006136108,0.001613621,0.012340243,0.009618001,0.0014368623,0.003540008,0.0041802027],"category_scores_gemma":[0.06480925,0.00046751896,0.00056344597,0.0013985757,0.015449419,0.005110986,0.008818262,0.0055823177,0.00035881496],"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":[0.000093637915,0.00021128674,0.030113192,0.000920412,0.000065038985,0.0018372445,0.88017064,0.00015594246,0.0016814889,0.026456954,0.01545375,0.042840406],"study_design_scores_gemma":[0.000020644678,0.00028357713,0.00719053,0.001258747,0.000035792153,0.0010192613,0.9075452,0.00013143542,0.0004025826,0.0058539268,0.0762079,0.00005041383],"about_ca_topic_score_codex":0.008231098,"about_ca_topic_score_gemma":0.010820602,"teacher_disagreement_score":0.90139794,"about_ca_system_score_codex":0.0052478253,"about_ca_system_score_gemma":0.022086784,"threshold_uncertainty_score":0.5214639},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3107750108","doi":"10.1057/s41599-020-00649-x","title":"Human–dog relationships during the COVID-19 pandemic: booming dog adoption during social isolation","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":166,"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":"Universities Federation for Animal Welfare","keywords":"Abandonment (legal); Social isolation; Pandemic; Isolation (microbiology); Social animal; Anxiety; Public health; Coronavirus disease 2019 (COVID-19); Psychology; Feeling; Loneliness; Social distance; Mental health; Well-being; Environmental health; Social psychology; Medicine; Political science; Disease; Biology; Psychiatry; Infectious disease (medical specialty)","score_opus":0.28670538786866023,"score_gpt":0.41629197211430163,"score_spread":0.1295865842456414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107750108","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":[0.9965675,0.00046037845,0.00028825988,0.00055357855,0.00002884176,0.000026361919,0.00095543585,0.0000031283687,0.0011164921],"genre_scores_gemma":[0.9986125,0.00023115694,0.00020044,0.00012565401,0.000019745645,0.000039208506,0.00058326224,0.0000019851918,0.00018609018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857366,0.0006768285,0.00012956448,0.00016983067,0.00013587892,0.0003142794],"domain_scores_gemma":[0.99585813,0.0008492348,0.0019439476,0.0002168716,0.0005155096,0.0006163817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016908507,0.00022249547,0.00035379865,0.00064895407,0.0008994186,0.0010963943,0.0004213708,0.0005820165,0.002822539],"category_scores_gemma":[0.00649795,0.00018885884,0.0005281186,0.000880618,0.0005347688,0.0012237127,0.0017953439,0.0012021043,0.00027136592],"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":[0.00007904794,0.000050709892,0.987716,0.00010432955,0.00009661631,0.0001893623,0.0052927067,0.00006249868,0.00015978252,0.00013189585,0.00102592,0.0050910846],"study_design_scores_gemma":[0.0000022141867,0.000043605247,0.98765695,0.000090189635,0.000025968671,0.00013793625,0.010579355,0.00022614848,0.00004923605,0.00011704165,0.0010567709,0.0000145566055],"about_ca_topic_score_codex":0.014035358,"about_ca_topic_score_gemma":0.03453205,"teacher_disagreement_score":0.014035358,"about_ca_system_score_codex":0.00086205563,"about_ca_system_score_gemma":0.0008225933,"threshold_uncertainty_score":0.027907312},"labels":[],"label_agreement":null},{"id":"W3111476015","doi":"10.1057/s41599-020-00658-w","title":"On the market for “Lemons”: quality provision in markets with asymmetric information","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":10,"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 Saskatchewan","funders":"","keywords":"Unobservable; Quality (philosophy); Information asymmetry; Product (mathematics); Economics; Business; Microeconomics; Information quality; Industrial organization; Econometrics; Information system","score_opus":0.15757125691544502,"score_gpt":0.3113374702336487,"score_spread":0.1537662133182037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111476015","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":[0.77109116,0.001227488,0.08340775,0.017764831,0.00009860579,0.00017236546,0.00024893804,0.00017645165,0.1258124],"genre_scores_gemma":[0.9964797,0.00020406107,0.001516469,0.00036426735,0.00006766726,0.000021510177,0.000016453338,0.0000073796473,0.0013223453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975393,0.0011172926,0.00007438078,0.0002969701,0.00044931768,0.00052285654],"domain_scores_gemma":[0.9807278,0.012300828,0.004055584,0.0011437172,0.0009407513,0.0008313573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047522737,0.0003829218,0.0012192724,0.0011518735,0.001538903,0.004508331,0.0012926678,0.0037384594,0.0136537915],"category_scores_gemma":[0.018771637,0.00044073563,0.000910341,0.00087605097,0.00679655,0.008507517,0.0027868159,0.0025644884,0.0005433573],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052372116,0.00019118213,0.0033032387,0.00015355971,0.00004680408,0.0005078251,0.00060148205,0.010695279,0.0022706452,0.9683967,0.002540315,0.01076916],"study_design_scores_gemma":[0.0002298701,0.00020352489,0.0042272666,0.000100436024,0.000070293536,0.00025477566,0.0008705806,0.07841791,0.001399781,0.90928453,0.0048367567,0.00010421975],"about_ca_topic_score_codex":0.002802266,"about_ca_topic_score_gemma":0.0011415884,"teacher_disagreement_score":0.0136537915,"about_ca_system_score_codex":0.0024749013,"about_ca_system_score_gemma":0.0009510611,"threshold_uncertainty_score":0.04567647},"labels":[],"label_agreement":null},{"id":"W3112720120","doi":"10.1057/s41599-020-00668-8","title":"Heritage and interculturality in EU science diplomacy","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"International Science and Diplomacy","field":"Social Sciences","cited_by":8,"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":"European Commission","keywords":"Diplomacy; Indigenous; Colonialism; Cultural heritage; Interculturality; Cultural heritage management; Industrial heritage; Political science; Dialogical self; Sociology; Environmental ethics; Epistemology; Law; Anthropology; Politics","score_opus":0.26306301980898317,"score_gpt":0.42347808137513376,"score_spread":0.1604150615661506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112720120","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":[0.6173693,0.0022851792,0.003789224,0.0076368153,0.00012447851,0.000030719875,0.000014279462,0.000011843736,0.3687382],"genre_scores_gemma":[0.998684,0.00013838983,0.00013807463,0.00011460683,0.000006787643,0.0000048068387,0.000002137838,0.0000019141628,0.0009092625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9924419,0.005383509,0.00019582344,0.00043687513,0.0005608866,0.0009810465],"domain_scores_gemma":[0.9923051,0.004994786,0.00085680455,0.0006365923,0.00049751776,0.00070920726],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0075300094,0.00021126967,0.00033543614,0.0020322353,0.008861369,0.011631129,0.0006699156,0.0013597795,0.0037417053],"category_scores_gemma":[0.0098861875,0.00016623903,0.00016766042,0.0017553363,0.04266942,0.0049957717,0.012319757,0.0026300452,0.00013422137],"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":[0.000026355508,0.000029554401,0.0032882802,0.00003729469,0.0000066921193,0.00049152056,0.123366974,0.00016688135,0.00019585367,0.86184967,0.00052875554,0.010012089],"study_design_scores_gemma":[0.000049964514,0.00009078407,0.018240297,0.0008029018,0.000019714977,0.00094030536,0.43491814,0.0010312791,0.00097281893,0.28989136,0.2529848,0.000057619916],"about_ca_topic_score_codex":0.0061940234,"about_ca_topic_score_gemma":0.006076154,"teacher_disagreement_score":0.99113864,"about_ca_system_score_codex":0.00651066,"about_ca_system_score_gemma":0.0031597866,"threshold_uncertainty_score":0.04723835},"labels":[],"label_agreement":null},{"id":"W3124495474","doi":"10.1057/s41599-020-00691-9","title":"Predictive modeling of religiosity, prosociality, and moralizing in 295,000 individuals from European and non-European populations","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Cultural Differences and Values","field":"Psychology","cited_by":11,"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":"Agence Nationale de la Recherche","keywords":"Religiosity; Prosocial behavior; Generalizability theory; Psychology; Social psychology; European Social Survey; Scale (ratio); Sample (material); Punishment (psychology); Developmental psychology; Political science; Geography; Politics","score_opus":0.41301785916517775,"score_gpt":0.41328434113067086,"score_spread":0.000266481965493115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124495474","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":[0.9990921,0.00001362843,0.0006239783,0.000014498606,0.0000019531087,0.0000050892904,0.0001724966,0.000003571398,0.00007275213],"genre_scores_gemma":[0.9988152,0.000013448672,0.00055558427,0.0000072616667,0.0000015631717,0.000010938365,0.00052821054,0.0000019031281,0.00006595785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864787,0.0008524382,0.00007383861,0.00023791178,0.000097415854,0.00009062801],"domain_scores_gemma":[0.9904592,0.005174033,0.0010546272,0.0019146106,0.0008856105,0.00051185425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005200307,0.00044672907,0.00046505808,0.00098575,0.0006950178,0.0011411199,0.00063663826,0.00066355034,0.0012539482],"category_scores_gemma":[0.012803813,0.00040846597,0.0009333387,0.0011168135,0.00055790483,0.00052683474,0.0008447772,0.0011352651,0.0002986356],"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":[0.000047425776,0.000109730914,0.99298275,0.0000045199276,0.000127165,0.000038938077,0.0003049241,0.0033471703,0.00012218425,0.00011151613,0.0001479314,0.0026556845],"study_design_scores_gemma":[0.000011971422,0.00010801359,0.9150314,0.000023843873,0.00006401895,0.00012512886,0.0009440247,0.082649805,0.00019844944,0.0005036549,0.00032287673,0.000016847365],"about_ca_topic_score_codex":0.013034739,"about_ca_topic_score_gemma":0.008947366,"teacher_disagreement_score":0.013034739,"about_ca_system_score_codex":0.00040502244,"about_ca_system_score_gemma":0.00032674466,"threshold_uncertainty_score":0.02750218},"labels":[],"label_agreement":null},{"id":"W3127379244","doi":"10.1057/s41599-021-00711-2","title":"Untangling racism: Stress reactions in response to variations of racism against Black Canadians","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":18,"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; Carleton University; University of Ottawa","funders":"","keywords":"Racism; Psychometrics of racism; Anger; Social psychology; Psychology; Coping (psychology); Affect (linguistics); Gender studies; Sociology; Clinical psychology","score_opus":0.1643163903992678,"score_gpt":0.40028599900363526,"score_spread":0.23596960860436747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127379244","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":[0.9990559,0.000027628239,0.000022152519,0.00008240885,0.0000062874024,0.000019955862,0.000043587235,0.0000011199793,0.00074087345],"genre_scores_gemma":[0.9991721,0.00004758913,0.000080020545,0.000049843595,0.000005332534,0.000018734732,0.000050842864,8.2731543e-7,0.00057467975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951625,0.00009583639,0.00000981444,0.000045365374,0.0001510016,0.00018187243],"domain_scores_gemma":[0.99873954,0.00012156319,0.0003413318,0.00003255846,0.00037237522,0.00039263972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069155305,0.0003958149,0.0002453896,0.00063405203,0.004921434,0.0009875327,0.00042799953,0.00057965977,0.0026093929],"category_scores_gemma":[0.0020687152,0.00021712191,0.00026919311,0.0005099754,0.0011820243,0.00019099882,0.0007999932,0.0008721178,0.00013946602],"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":[0.001979879,0.0008808404,0.7893308,0.0001967324,0.00012434646,0.0006879302,0.15464713,0.00027682504,0.01754683,0.00030467397,0.002451559,0.031572577],"study_design_scores_gemma":[0.000009131631,0.00027642638,0.923557,0.000037347323,0.000019312518,0.000057573336,0.073942244,0.000107271655,0.00056696427,0.000048128968,0.0013467957,0.0000318232],"about_ca_topic_score_codex":0.77071303,"about_ca_topic_score_gemma":0.89384085,"teacher_disagreement_score":0.22928697,"about_ca_system_score_codex":0.0075990586,"about_ca_system_score_gemma":0.0047234977,"threshold_uncertainty_score":0.46127456},"labels":[],"label_agreement":null},{"id":"W3128390287","doi":"10.1057/s41599-020-00670-0","title":"Semi-automatic mapping of pre-census enumeration areas and population sampling frames","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":13,"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":"World Bank Group","keywords":"Census; Population; Geography; Sampling (signal processing); Computer science; Cartography; Sampling frame; Field (mathematics); Data mining; Data science; Computer vision; Mathematics; Demography","score_opus":0.15819183849616628,"score_gpt":0.36547231925287316,"score_spread":0.20728048075670688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128390287","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":[0.19488363,0.0005178525,0.7419626,0.00032074627,0.00027175315,0.0015524444,0.02418647,0.018922826,0.0173816],"genre_scores_gemma":[0.2696115,0.00025209135,0.69989944,0.00008647352,0.000045349323,0.001108723,0.023839341,0.0011243633,0.004032785],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989207,0.00030581164,0.00007993032,0.00028835892,0.00030559156,0.00009966386],"domain_scores_gemma":[0.9970578,0.0010737673,0.00026530423,0.0005283713,0.0009717874,0.00010296813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109224,0.0006260883,0.0005143493,0.0033200334,0.00043578172,0.001284061,0.00097643456,0.00043732233,0.0049438486],"category_scores_gemma":[0.0051367036,0.00040759915,0.00064291956,0.0024523828,0.00032213016,0.0006872156,0.0015053306,0.00057335646,0.0027458053],"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":[0.0003244864,0.00028722663,0.038926613,0.0011119279,0.00012832182,0.00061016105,0.003075981,0.105618596,0.022271585,0.006520788,0.049800135,0.7713241],"study_design_scores_gemma":[0.00015227408,0.00017199514,0.08800914,0.0004589705,0.00010506575,0.00042723835,0.0027638287,0.7104531,0.040496763,0.010449064,0.14635003,0.00016254335],"about_ca_topic_score_codex":0.008968155,"about_ca_topic_score_gemma":0.016553316,"teacher_disagreement_score":0.008968155,"about_ca_system_score_codex":0.0005009056,"about_ca_system_score_gemma":0.0012791058,"threshold_uncertainty_score":0.017831862},"labels":[],"label_agreement":null},{"id":"W3137675323","doi":"10.1057/s41599-021-00747-4","title":"Single-use plastic packaging in the Canadian food industry: consumer behavior and perceptions","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":202,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Food packaging; Business; Marketing; Single use; Plastic packaging; Consumer behaviour; Government (linguistics); Engineering","score_opus":0.12131481473607925,"score_gpt":0.2745211953482396,"score_spread":0.15320638061216035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137675323","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":[0.997006,0.00011973817,0.000033436107,0.00037296087,0.000005200653,0.00001300045,0.00010266822,0.0000020829443,0.0023449992],"genre_scores_gemma":[0.9983463,0.0002560474,0.00008596504,0.00012006242,0.0000020854618,0.0000042921115,0.000064061445,0.0000015388381,0.0011195121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999368,0.00006176605,0.000017784601,0.00005089936,0.00032103248,0.00018054961],"domain_scores_gemma":[0.9982834,0.00020937578,0.00028064748,0.000027923426,0.0007349063,0.00046384012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009635506,0.00020218322,0.0001813496,0.00078824,0.003102073,0.0017135565,0.0004512263,0.00041757865,0.0038148072],"category_scores_gemma":[0.0017985669,0.0001835177,0.00034026662,0.0015621791,0.001175528,0.00043591636,0.0005927348,0.00065043516,0.00014177724],"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":[0.00011619314,0.00021974077,0.9128112,0.00013589513,0.00004520613,0.00028364357,0.060436048,0.00011514456,0.0016126377,0.00046476067,0.0018335533,0.021925984],"study_design_scores_gemma":[0.000005166953,0.000098815435,0.8686991,0.00007008006,0.000022970862,0.00008434103,0.12557033,0.00028172645,0.00025013386,0.000045722547,0.0048333667,0.000038424445],"about_ca_topic_score_codex":0.9705771,"about_ca_topic_score_gemma":0.98416,"teacher_disagreement_score":0.02942288,"about_ca_system_score_codex":0.009369769,"about_ca_system_score_gemma":0.012358767,"threshold_uncertainty_score":0.06798279},"labels":[],"label_agreement":null},{"id":"W3137692099","doi":"10.1057/s41599-021-00754-5","title":"“These are the realities”: insights from facilitating researcher-policymaker engagement in Nigeria’s household energy sector","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Energy and Environment Impacts","field":"Environmental Science","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 Science Council; International Development Research Centre","keywords":"Context (archaeology); Knowledge production; Citizen journalism; Government (linguistics); Public relations; Production (economics); Process (computing); Political science; Space (punctuation); Population; Energy (signal processing); Economic growth; Sociology; Business; Public administration; Economics; Knowledge management; Geography","score_opus":0.25228371729841637,"score_gpt":0.3153010790850618,"score_spread":0.06301736178664541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137692099","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":[0.86228776,0.0026081244,0.012947835,0.06163884,0.00045087343,0.0004552761,0.00007388786,0.00006203981,0.05947547],"genre_scores_gemma":[0.99212706,0.0008540931,0.002654402,0.001904997,0.00004140741,0.00018501338,0.000015755528,0.000024309544,0.0021930116],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8992766,0.09152118,0.0011060124,0.0016318125,0.0018737267,0.004590712],"domain_scores_gemma":[0.89304954,0.09377299,0.003763875,0.0025321555,0.0024480522,0.004433391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.063805856,0.0007142853,0.0008536515,0.0024269521,0.030189984,0.022610651,0.0027211844,0.0066447947,0.0044853217],"category_scores_gemma":[0.055562526,0.001123839,0.00057264126,0.0023544633,0.03375778,0.01570449,0.024926955,0.008006595,0.000608867],"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":[0.000026637566,0.000048301376,0.0021070333,0.00010652345,0.0000043284463,0.0014250091,0.97815496,0.00006808385,0.00035511627,0.0132672405,0.0005448999,0.003891889],"study_design_scores_gemma":[0.0000045709057,0.0000207384,0.0003497093,0.00016893283,0.000004338167,0.0001756692,0.982317,0.000095080555,0.00016282484,0.0035277847,0.013164435,0.000008798794],"about_ca_topic_score_codex":0.0046314937,"about_ca_topic_score_gemma":0.0093946485,"teacher_disagreement_score":0.063805856,"about_ca_system_score_codex":0.007579766,"about_ca_system_score_gemma":0.014592825,"threshold_uncertainty_score":0.33744168},"labels":[],"label_agreement":null},{"id":"W3163196324","doi":"10.1057/s41599-021-00784-z","title":"Mental health and decisions under risk among refugees and the public in Lebanon","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Migration, Health and Trauma","field":"Psychology","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":"Grand Challenges Canada; Isaac Newton Trust; Trinity College, University of Cambridge; Deakin University; UK Research and Innovation","keywords":"Refugee; Psychological intervention; Mental health; Population; Government (linguistics); Syrian refugees; Public health; Psychology; Scale (ratio); Medicine; Demography; Political science; Social psychology; Environmental health; Geography; Psychiatry; Sociology; Nursing; Law","score_opus":0.16506769207204383,"score_gpt":0.4070779813543971,"score_spread":0.24201028928235327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163196324","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":[0.99923384,0.00012551881,0.00000619036,0.00024777348,0.0000059945955,0.0000045382817,0.00003923623,4.7570788e-7,0.00033647247],"genre_scores_gemma":[0.99948394,0.0001457802,0.000015282943,0.0000954523,0.000005840964,0.0000055231462,0.00004532356,4.331276e-7,0.00020226318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995472,0.00018100787,0.000027314733,0.000028191742,0.000048518184,0.00016776145],"domain_scores_gemma":[0.9990558,0.000120833756,0.0003594973,0.000021836275,0.00009300506,0.00034893453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009442186,0.00027035567,0.0002672371,0.0008807481,0.0016815077,0.0014983182,0.00030175,0.00047999862,0.002528587],"category_scores_gemma":[0.0019151615,0.0001861269,0.00031134518,0.0007835313,0.0008639395,0.00065102,0.0016550086,0.0010479849,0.00016377095],"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":[0.00008577826,0.0002004868,0.97688144,0.000030019793,0.000037774247,0.00045747095,0.01639695,0.000040723244,0.00016847666,0.00022180122,0.00054265826,0.0049363347],"study_design_scores_gemma":[0.000014497428,0.00016023757,0.8589023,0.00010072985,0.000015671378,0.00024346898,0.13855554,0.00017966323,0.00007005289,0.00019017632,0.0015500475,0.000017645885],"about_ca_topic_score_codex":0.046276923,"about_ca_topic_score_gemma":0.06838558,"teacher_disagreement_score":0.046276923,"about_ca_system_score_codex":0.0014499672,"about_ca_system_score_gemma":0.0009362565,"threshold_uncertainty_score":0.09201515},"labels":[],"label_agreement":null},{"id":"W3164763646","doi":"10.1057/s41599-021-00804-y","title":"Dog ownership, dog walking, and social capital","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"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":"Japan Society for the Promotion of Science; Canadian Institutes of Health Research","keywords":"Social capital; Psychological intervention; Social support; Demography; Social engagement; Gerontology; Psychology; Medicine; Social psychology; Political science; Sociology","score_opus":0.10362681717915637,"score_gpt":0.3815950166859351,"score_spread":0.27796819950677876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164763646","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":[0.99777114,0.0005830215,0.000097093,0.00010322986,0.000007183231,0.0000051530083,0.00020472247,0.0000018188884,0.0012268259],"genre_scores_gemma":[0.9995778,0.00017010671,0.00006233152,0.000010364045,0.0000063219063,0.0000031896527,0.00007797424,2.3062266e-7,0.000091711176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99964356,0.00012895082,0.00003088487,0.000055734014,0.000061825805,0.00007903276],"domain_scores_gemma":[0.997109,0.0005445408,0.0015884754,0.00009431851,0.0001905121,0.00047307953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005795697,0.00018273196,0.00022057754,0.00076233316,0.0003009843,0.0005706553,0.00024478088,0.00021320526,0.0023412125],"category_scores_gemma":[0.0029822092,0.00010554988,0.00024838184,0.00069012673,0.00035989683,0.00041148116,0.000664364,0.0002643341,0.00009104838],"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":[0.000036095957,0.00006336217,0.9939526,0.000046058416,0.00009523497,0.000046474448,0.00024018635,0.000063220556,0.00008790843,0.00009733305,0.0001353128,0.0051362603],"study_design_scores_gemma":[9.049835e-7,0.000021472502,0.99942696,0.000011220595,0.000014602935,0.000017909168,0.00019507456,0.000095154835,0.000013338391,0.00004793002,0.00015392952,0.0000016260725],"about_ca_topic_score_codex":0.0078755515,"about_ca_topic_score_gemma":0.015334214,"teacher_disagreement_score":0.0078755515,"about_ca_system_score_codex":0.00032654536,"about_ca_system_score_gemma":0.000242008,"threshold_uncertainty_score":0.015659451},"labels":[],"label_agreement":null},{"id":"W3165787218","doi":"10.1057/s41599-020-00589-6","title":"Expressivism, self-knowledge, and rational agency","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Philosophy and Theoretical Science","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":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Expressivism; Agency (philosophy); Epistemology; Sketch; Ascription; Order (exchange); Self-knowledge; Rationality; Philosophy of mind; Philosophy; Psychology; Sociology; Computer science; Metaphysics","score_opus":0.21895389596027834,"score_gpt":0.37849043028832424,"score_spread":0.1595365343280459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165787218","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":[0.25650564,0.0044271247,0.16553439,0.027725348,0.0002087352,0.00007416537,0.00015661912,0.000228155,0.54513985],"genre_scores_gemma":[0.9931299,0.0003236057,0.0032727777,0.00021212605,0.00004392728,0.000024375922,0.000018938528,0.000014546565,0.0029597227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99603647,0.0023353084,0.00015713682,0.0005231821,0.00068742,0.00026064375],"domain_scores_gemma":[0.9949262,0.0028195162,0.00070737407,0.0008533716,0.0005022481,0.00019122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005137951,0.00027540827,0.00045745107,0.0011710307,0.0013149255,0.0059490637,0.00078983855,0.0014946958,0.0025779253],"category_scores_gemma":[0.005616866,0.0002417202,0.0006087596,0.00088477193,0.024785759,0.0058132373,0.0027000408,0.002532282,0.0002829827],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004599561,0.000006676258,0.0001040389,0.000008351096,0.0000049349196,0.000021815104,0.0007410821,0.00029667988,0.000046314628,0.99755716,0.00018594813,0.0010224944],"study_design_scores_gemma":[0.0000045744646,0.0000035585624,0.000104363855,0.000009558046,0.0000027955648,0.000018104854,0.00020691415,0.00066057063,0.00007347468,0.9969817,0.0019309812,0.0000033516335],"about_ca_topic_score_codex":0.0012429074,"about_ca_topic_score_gemma":0.00074488844,"teacher_disagreement_score":0.0059490637,"about_ca_system_score_codex":0.0028914432,"about_ca_system_score_gemma":0.001020599,"threshold_uncertainty_score":0.027172387},"labels":[],"label_agreement":null},{"id":"W3170399634","doi":"10.1057/s41599-021-00921-8","title":"The impact of COVID-19 on digital data practices in museums and art galleries in the UK and the US","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":83,"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":"Engineering and Physical Sciences Research Council; University of Manchester; Arts and Humanities Research Council; UK Research and Innovation","keywords":"Desk; Preparedness; Public relations; Digital media; Best practice; Closure (psychology); Political science; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Pandemic; Sociology; Geography","score_opus":0.3746868604250843,"score_gpt":0.4013814874517216,"score_spread":0.026694627026637274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170399634","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":[0.97085136,0.0016173865,0.00050634413,0.005994472,0.00009998311,0.00006020821,0.00019237305,0.00002411593,0.020653764],"genre_scores_gemma":[0.99641126,0.0006272469,0.0002101936,0.00043080008,0.000013176474,0.000026202522,0.000049721988,0.000018101437,0.0022133705],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98970747,0.005444499,0.00055202335,0.0006365853,0.0018920085,0.0017674005],"domain_scores_gemma":[0.9712477,0.015046871,0.0038600946,0.0018902916,0.002698997,0.005256085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008139178,0.00022822362,0.00035090177,0.0022815145,0.010476419,0.009059395,0.0011897478,0.0014160991,0.007894789],"category_scores_gemma":[0.023866223,0.00048261182,0.00030891594,0.0030902147,0.015035227,0.0042883484,0.017962877,0.0028642332,0.00048429528],"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":[0.00009751282,0.00004099416,0.044815738,0.00036710547,0.000015752921,0.002085615,0.9132048,0.00013814935,0.0011033787,0.008015444,0.005213831,0.024901615],"study_design_scores_gemma":[0.000003264335,0.00004206624,0.03269363,0.00035866856,0.000004893944,0.000306491,0.9186624,0.00006421031,0.000246021,0.00033299025,0.047250625,0.00003477099],"about_ca_topic_score_codex":0.10670927,"about_ca_topic_score_gemma":0.1618403,"teacher_disagreement_score":0.10670927,"about_ca_system_score_codex":0.01461729,"about_ca_system_score_gemma":0.009064683,"threshold_uncertainty_score":0.21217632},"labels":[],"label_agreement":null},{"id":"W3171627769","doi":"10.1057/s41599-021-00811-z","title":"Making autonomy an instrument: a pragmatist account of contextualized autonomy","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Mitacs","keywords":"Autonomy; Pragmatism; Epistemology; Voluntariness; Social psychology; Sociology; Psychology; Political science; Philosophy","score_opus":0.32365729471009824,"score_gpt":0.38722037200971055,"score_spread":0.0635630772996123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171627769","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":[0.09616454,0.0027362944,0.45557597,0.034706596,0.00042418748,0.00025026212,0.00016539385,0.00026274275,0.40971395],"genre_scores_gemma":[0.9719297,0.00046849684,0.02187988,0.0007453062,0.0001268997,0.000186683,0.000055288798,0.0000507374,0.004556996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99378693,0.0039626453,0.00022196394,0.0008125091,0.0007787548,0.00043705647],"domain_scores_gemma":[0.99491984,0.003162795,0.00040709352,0.00086844794,0.00035860325,0.00028317305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058215074,0.0004469497,0.00043500855,0.0016600909,0.0029101784,0.006635557,0.0018931266,0.002527703,0.0039309612],"category_scores_gemma":[0.0071723573,0.00031034442,0.0007855027,0.00096443505,0.05002403,0.011819145,0.009588785,0.0048758616,0.00043318304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004276761,0.0000060867583,0.00016662122,0.000017207036,0.0000024799656,0.00005958886,0.00797489,0.000417507,0.00009162949,0.98981434,0.00013169654,0.0013136589],"study_design_scores_gemma":[0.00000976007,0.000016510827,0.00028818403,0.00007379568,0.0000059389736,0.0000839153,0.0031180056,0.0014657653,0.0001777329,0.9756187,0.019130742,0.000010900363],"about_ca_topic_score_codex":0.001468449,"about_ca_topic_score_gemma":0.0011402484,"teacher_disagreement_score":0.006635557,"about_ca_system_score_codex":0.0029834204,"about_ca_system_score_gemma":0.0026088506,"threshold_uncertainty_score":0.030787468},"labels":[],"label_agreement":null},{"id":"W3171872950","doi":"10.1057/s41599-021-00824-8","title":"High-resolution human mobility data reveal race and wealth disparities in disaster evacuation patterns","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":98,"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":"Rensselaer Polytechnic Institute; National Science Foundation","keywords":"Disadvantaged; Relocation; Equity (law); Race (biology); Context (archaeology); Demographic economics; Geography; Political science; Economic growth; Sociology; Economics; Computer science","score_opus":0.13371880378377993,"score_gpt":0.33789939237458055,"score_spread":0.20418058859080063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171872950","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":[0.99672854,0.000036429454,0.0003564513,0.00012522585,0.0000035989196,0.0000046509426,0.002232998,0.000009256776,0.0005028324],"genre_scores_gemma":[0.9979972,0.000027616601,0.0002907118,0.000016413338,0.000005259699,0.000008091878,0.0014920819,0.0000030127587,0.00015966117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99968123,0.0001514468,0.000021861284,0.00006080976,0.0000342394,0.000050466555],"domain_scores_gemma":[0.998329,0.0004926759,0.0005474762,0.0003430849,0.00016218111,0.00012563138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065811386,0.00012663036,0.00016592673,0.00083389593,0.00029161046,0.0004816114,0.0002465768,0.00019798758,0.0016882842],"category_scores_gemma":[0.004295997,0.00011406821,0.00018150998,0.0012318464,0.00030777272,0.00038959438,0.0009138742,0.0002385342,0.0003370198],"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":[0.00008960691,0.000029360595,0.9897125,0.000023791248,0.00006639154,0.000059298665,0.000892806,0.001162468,0.0004044703,0.00044055303,0.001614087,0.0055047134],"study_design_scores_gemma":[0.0000052770383,0.000018791514,0.9939168,0.000019951547,0.000011885186,0.000047382775,0.0015831107,0.0027637193,0.000115081464,0.0003045753,0.0012051266,0.000008339861],"about_ca_topic_score_codex":0.017004222,"about_ca_topic_score_gemma":0.022949198,"teacher_disagreement_score":0.017004222,"about_ca_system_score_codex":0.00020216432,"about_ca_system_score_gemma":0.0002504832,"threshold_uncertainty_score":0.033810496},"labels":[],"label_agreement":null},{"id":"W3177285180","doi":"10.1057/s41599-021-00829-3","title":"Is there more to human social learning than enhanced facilitation? Prolonged learning and its impact on culture","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Language and cultural evolution","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":"St. Thomas University","funders":"","keywords":"Social learning; Cultural learning; Experiential learning; Facilitation; Social facilitation; Informal learning; Context (archaeology); Creativity; Learning sciences; Apprenticeship; Scholarship; Psychology; Formal learning; Sociology; Social psychology; Pedagogy; Political science","score_opus":0.09688211179631316,"score_gpt":0.4097385183369366,"score_spread":0.3128564065406234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177285180","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":[0.8638581,0.0018913603,0.0036480697,0.0056929514,0.00007066476,0.000025300533,0.000022192902,0.000026446063,0.12476486],"genre_scores_gemma":[0.9989692,0.00020390358,0.00024522466,0.000055352022,0.000012731995,0.0000065826966,0.0000012898272,0.0000029446996,0.00050282094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99573934,0.0028602572,0.00008128722,0.00038203338,0.00039514786,0.00054195337],"domain_scores_gemma":[0.98228306,0.012218869,0.0018741905,0.0017471135,0.0007454098,0.0011314048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004469116,0.00022694726,0.00034388044,0.00082934496,0.0026162523,0.0062614405,0.0010849201,0.0011453355,0.0075500417],"category_scores_gemma":[0.010993162,0.00014545493,0.00030953978,0.0007310633,0.019533476,0.005552576,0.0060099275,0.0013600937,0.00026687502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051953533,0.00050690636,0.058382463,0.0010951569,0.00013530084,0.0050092265,0.2680488,0.0018970389,0.0061102468,0.4882686,0.0015686665,0.16845807],"study_design_scores_gemma":[0.00009901448,0.0009888695,0.12471966,0.001340937,0.000163263,0.0031365769,0.46568716,0.0021795281,0.0054686675,0.32832894,0.0677725,0.00011490471],"about_ca_topic_score_codex":0.0021768203,"about_ca_topic_score_gemma":0.0027113806,"teacher_disagreement_score":0.0075500417,"about_ca_system_score_codex":0.0024907829,"about_ca_system_score_gemma":0.0020510685,"threshold_uncertainty_score":0.025257349},"labels":[],"label_agreement":null},{"id":"W3186957259","doi":"10.1057/s41599-021-00854-2","title":"Conceptualizing the elements of research impact: towards semantic standards","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada); Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Federation for the Humanities and Social Sciences","keywords":"Accountability; Computer science; Agency (philosophy); Outcome (game theory); Scholarship; Process (computing); Key (lock); Scale (ratio); Focus (optics); Data science; Management science; Knowledge management; Process management; Political science; Sociology; Business; Engineering; Social science; Computer security","score_opus":0.7680403436928166,"score_gpt":0.6533680617342156,"score_spread":0.11467228195860102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186957259","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007433842,0.005706164,0.9041824,0.025110366,0.0008012142,0.00084278366,0.0005019464,0.0005284331,0.054892823],"genre_scores_gemma":[0.27241287,0.005739728,0.71279585,0.0024758386,0.0007604481,0.0024052956,0.0010216365,0.00032687443,0.0020613933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8717062,0.08696309,0.016194293,0.0044401735,0.018817075,0.0018791697],"domain_scores_gemma":[0.75640327,0.16707675,0.014998055,0.025264148,0.03294519,0.00331265],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.14355704,0.001978322,0.0020989587,0.030372294,0.0054166713,0.02683072,0.0054014563,0.006461643,0.003815275],"category_scores_gemma":[0.17429012,0.0014898884,0.002856412,0.022961866,0.045111895,0.05279907,0.01092932,0.008908512,0.00108246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000099647505,0.00001536892,0.00027810404,0.0003091013,0.000024182025,0.000025401778,0.0017022231,0.0007075072,0.00010100974,0.98591805,0.0007396584,0.010169368],"study_design_scores_gemma":[0.00001251571,0.000019697602,0.00035645865,0.0012334869,0.000055095967,0.00005953932,0.0025016828,0.002393882,0.00031487443,0.9643639,0.028663443,0.000025519292],"about_ca_topic_score_codex":0.004927848,"about_ca_topic_score_gemma":0.0028544553,"teacher_disagreement_score":0.8564429,"about_ca_system_score_codex":0.0136686135,"about_ca_system_score_gemma":0.015407464,"threshold_uncertainty_score":0.7592113},"labels":[],"label_agreement":null},{"id":"W3189040769","doi":"10.1057/s41599-021-00879-7","title":"A novel taxonomy of smart sustainable city indicators","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":70,"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 New Brunswick","funders":"","keywords":"Sustainability; Smart city; Environmental economics; Business; Sustainable development; Corporate governance; Computer science; Environmental resource management; Process management; Environmental planning; Economics; Political science; Geography; Computer security; Internet of Things","score_opus":0.1052580201047639,"score_gpt":0.26319734331201744,"score_spread":0.15793932320725354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189040769","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":[0.23762529,0.0030862505,0.4375125,0.005920929,0.0007864472,0.0013949033,0.0071870955,0.0017140447,0.30477256],"genre_scores_gemma":[0.76170415,0.0015067054,0.22259547,0.00039557708,0.00013423101,0.0013755509,0.004740671,0.00017252179,0.0073751137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954118,0.0012594443,0.0006876592,0.0005669061,0.0017302512,0.00034402293],"domain_scores_gemma":[0.9919634,0.0025540565,0.0010975869,0.00068097713,0.003285813,0.00041804413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033352787,0.00073330035,0.0004977472,0.013381966,0.0018260655,0.006041274,0.0009932588,0.0010664872,0.004029465],"category_scores_gemma":[0.010340969,0.00026453807,0.0007031125,0.014173625,0.003139648,0.010074249,0.0034422036,0.0014077707,0.0007316571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054849355,0.00009170045,0.029097032,0.00048794705,0.000044564018,0.0001884342,0.009626605,0.002270263,0.001694314,0.852611,0.008810899,0.09502244],"study_design_scores_gemma":[0.000036064932,0.00017504873,0.03459039,0.0009321369,0.00009489972,0.0007286362,0.025118187,0.025772812,0.0024092363,0.5413705,0.36860964,0.00016252384],"about_ca_topic_score_codex":0.004197581,"about_ca_topic_score_gemma":0.0036044058,"teacher_disagreement_score":0.013381966,"about_ca_system_score_codex":0.0028108973,"about_ca_system_score_gemma":0.0036308875,"threshold_uncertainty_score":0.020394564},"labels":[],"label_agreement":null},{"id":"W3195639467","doi":"10.1057/s41599-021-00877-9","title":"Parenting by lying in Turkey: associations with negative psychosocial outcomes and psychopathy in adulthood","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":13,"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 Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Lying; Psychosocial; Psychology; Developmental psychology; Psychopathy; Turkish; Personality; Medicine; Social psychology; Psychiatry","score_opus":0.09741598168383296,"score_gpt":0.3639434861544897,"score_spread":0.2665275044706567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195639467","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":[0.9995881,0.00013609792,0.000010528297,0.00002752933,0.0000036103288,0.0000016189747,0.00004419312,5.9692496e-7,0.0001877732],"genre_scores_gemma":[0.99974364,0.00012856012,0.000020399422,0.000005781247,0.0000028127465,0.0000014458371,0.00004152467,2.82979e-7,0.000055449163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997849,0.0000502475,0.000030593892,0.000035177105,0.00004177974,0.00005724588],"domain_scores_gemma":[0.9986314,0.00011096129,0.00086180173,0.000042225387,0.00008884263,0.00026472742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025704518,0.00016925576,0.0001886159,0.00047094154,0.00059501105,0.000565966,0.00022251203,0.00026341883,0.001359041],"category_scores_gemma":[0.0012450234,0.00014791884,0.00018505697,0.00050916645,0.00030130643,0.00021646643,0.0005159198,0.0006986564,0.00009720527],"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":[0.000015210937,0.000034625464,0.9978695,0.000010977363,0.000007944278,0.00011926622,0.00040226043,0.000009705382,0.00009079847,0.00001839662,0.00004417507,0.0013770759],"study_design_scores_gemma":[2.74542e-7,0.000026852085,0.99862814,0.00000790317,0.000003289511,0.00015814902,0.0010866642,0.00001639345,0.000014142674,0.000007418501,0.00004948642,0.0000012041638],"about_ca_topic_score_codex":0.0051868656,"about_ca_topic_score_gemma":0.010885958,"teacher_disagreement_score":0.0051868656,"about_ca_system_score_codex":0.00028090482,"about_ca_system_score_gemma":0.00026551518,"threshold_uncertainty_score":0.010313332},"labels":[],"label_agreement":null},{"id":"W3198969091","doi":"10.1057/s41599-021-00885-9","title":"Use and effectiveness of policy briefs as a knowledge transfer tool: a scoping review","year":2021,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Health Policy Implementation Science","field":"Health Professions","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":"Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Credibility; Knowledge transfer; Empirical evidence; Political science; Management science; Public relations; Knowledge management; Computer science; Economics","score_opus":0.8932395081561176,"score_gpt":0.72938361052469,"score_spread":0.1638558976314276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198969091","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":[0.0034556864,0.98261535,0.0027906527,0.0033002438,0.0006865325,0.004154394,0.00039648783,0.000052477557,0.0025481982],"genre_scores_gemma":[0.051971965,0.9308531,0.008868489,0.0011885036,0.00022623922,0.0061065694,0.00046763287,0.000027584694,0.0002899724],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.8395132,0.09084396,0.03838012,0.0032468473,0.026801702,0.0012141714],"domain_scores_gemma":[0.48668507,0.41982794,0.038815126,0.007468872,0.04536003,0.0018430026],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.19883844,0.0019810325,0.006915388,0.032986786,0.001962419,0.008328651,0.0034272056,0.0034860554,0.003841726],"category_scores_gemma":[0.43420425,0.0018242109,0.008416503,0.025621794,0.002758534,0.00931858,0.005186452,0.0032720105,0.0005978765],"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":[0.00038106504,0.00010949374,0.0014623397,0.6303019,0.0050667385,0.0000910242,0.0015397535,0.00047732127,0.00026846761,0.0022738348,0.0030650345,0.35496294],"study_design_scores_gemma":[0.000109170716,0.00023190284,0.0015970378,0.96326214,0.01137745,0.000085268846,0.000818556,0.000331257,0.0004086113,0.0007888115,0.020941477,0.00004835264],"about_ca_topic_score_codex":0.0075053754,"about_ca_topic_score_gemma":0.013452225,"teacher_disagreement_score":0.9916713,"about_ca_system_score_codex":0.0125294775,"about_ca_system_score_gemma":0.037101228,"threshold_uncertainty_score":0.9879748},"labels":[],"label_agreement":null},{"id":"W3202526066","doi":"10.1057/s41599-021-00900-z","title":"News media coverage of COVID-19 public health and policy information","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Toronto Scarborough; University of Toronto; University of Miami","keywords":"Sensationalism; Newspaper; Misinformation; Disinformation; Public health; Pandemic; Politics; Political science; News media; Public relations; Advertising; Business; Coronavirus disease 2019 (COVID-19); Social media; Medicine; Disease; Law; Infectious disease (medical specialty)","score_opus":0.317052722939782,"score_gpt":0.4251692752310678,"score_spread":0.1081165522912858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202526066","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":[0.86280537,0.0053207623,0.0007335977,0.0037480819,0.0004432527,0.00028723088,0.0545161,0.00011378802,0.072031714],"genre_scores_gemma":[0.97800726,0.003124605,0.00088985905,0.0009799112,0.00072507793,0.00017864561,0.012383046,0.00004579999,0.0036657313],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9956142,0.0012217127,0.00087627687,0.00032588,0.0016648348,0.0002971232],"domain_scores_gemma":[0.9040362,0.04152644,0.0354889,0.0021463116,0.014777376,0.0020247807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004366953,0.00028096643,0.00026324033,0.0062422645,0.0005498918,0.0033862977,0.00037991186,0.0004777696,0.0067622047],"category_scores_gemma":[0.040527403,0.00014194539,0.00032027447,0.006152627,0.0005807744,0.0022952384,0.00127537,0.0006576474,0.0012575478],"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":[0.00071221107,0.0001804063,0.85055053,0.00410872,0.0004289709,0.00040873553,0.011776176,0.00037297126,0.0016180921,0.0016374124,0.028275698,0.09993011],"study_design_scores_gemma":[0.000022326374,0.00015896637,0.9373287,0.0013557513,0.0002048507,0.00032444266,0.007962575,0.0004850423,0.0013669515,0.00032585696,0.05041622,0.000048284983],"about_ca_topic_score_codex":0.006523417,"about_ca_topic_score_gemma":0.0076208897,"teacher_disagreement_score":0.0067622047,"about_ca_system_score_codex":0.0009816465,"about_ca_system_score_gemma":0.0009281844,"threshold_uncertainty_score":0.023094893},"labels":[],"label_agreement":null},{"id":"W3205259173","doi":"10.1057/s41599-021-00909-4","title":"Sequential dependency for affective appraisal of food images","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Color perception and design","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":"Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Valence (chemistry); Arousal; Psychology; International Affective Picture System; Social psychology","score_opus":0.26095112097631346,"score_gpt":0.4365394999719427,"score_spread":0.17558837899562924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205259173","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":[0.98941433,0.00012467687,0.0026606682,0.000026581485,0.000019938841,0.000044734017,0.00011740925,0.00003946645,0.007552171],"genre_scores_gemma":[0.99773324,0.000054383017,0.0012835073,0.000024558394,0.000012892067,0.00003555634,0.00011773402,0.00003771369,0.0007003779],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993049,0.00019902679,0.00003567054,0.00016674999,0.00024807465,0.00004565235],"domain_scores_gemma":[0.9917645,0.004820763,0.0015754683,0.00070271746,0.00085031084,0.00028619045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095421926,0.00025555186,0.00030268007,0.00037498146,0.00018405463,0.0006987083,0.00018801494,0.0002589651,0.0045413477],"category_scores_gemma":[0.011008487,0.00031296653,0.00026398024,0.00022146727,0.0003001032,0.00042011624,0.0005338948,0.00059256,0.00034432576],"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":[0.007001907,0.0006688307,0.20266756,0.0006691504,0.00024444834,0.0003887202,0.0021818443,0.0014289753,0.71062934,0.0014846683,0.001032602,0.07160182],"study_design_scores_gemma":[0.000027071907,0.0005291742,0.98665035,0.000022635651,0.000046731293,0.0001786538,0.00012624852,0.0017315085,0.009688025,0.0005781178,0.00040360785,0.00001780173],"about_ca_topic_score_codex":0.00045274076,"about_ca_topic_score_gemma":0.00084695505,"teacher_disagreement_score":0.0045413477,"about_ca_system_score_codex":0.00023344815,"about_ca_system_score_gemma":0.00011293654,"threshold_uncertainty_score":0.01519227},"labels":[],"label_agreement":null},{"id":"W3214325796","doi":"10.1057/s41599-021-00954-z","title":"Global diffusion of three road safety policies, 1964–2015","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Local Government Finance and Decentralization","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":false,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"McGill University","keywords":"Convergence (economics); Realm; Generalizability theory; Coercion (linguistics); Political science; Imitation; Economics; Public economics; Development economics; Economic growth; Law; Psychology; Social psychology","score_opus":0.11206747712734569,"score_gpt":0.3535460421573793,"score_spread":0.2414785650300336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214325796","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":[0.99506515,0.00026885155,0.00046541274,0.00033851442,0.000009483208,0.000007854361,0.00062651164,0.000010859308,0.0032073706],"genre_scores_gemma":[0.99877363,0.000114847004,0.0001266579,0.000013064163,0.000004436244,0.0000035440705,0.000489933,0.0000022981396,0.00047159826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952877,0.00009805437,0.000050091447,0.00012413747,0.00008125529,0.00011772204],"domain_scores_gemma":[0.99766386,0.0005705913,0.00097577437,0.00023784219,0.00038122985,0.0001706986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019036642,0.0001388531,0.00024646704,0.0015223345,0.00025369012,0.0011220878,0.00021711735,0.0002984281,0.0021377362],"category_scores_gemma":[0.0058555678,0.00010249396,0.0003457992,0.0015255837,0.0007381478,0.0011299751,0.0013936177,0.0005593344,0.00022537314],"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":[0.00024109927,0.0000738306,0.92770875,0.000115990115,0.00019454538,0.00016671972,0.004677829,0.010771516,0.00044181282,0.015932953,0.0014983477,0.03817669],"study_design_scores_gemma":[0.000009740971,0.00010236562,0.9839114,0.000074814336,0.00006104078,0.000065792934,0.003929238,0.0034475613,0.00038674794,0.0018833721,0.006108076,0.000019836134],"about_ca_topic_score_codex":0.024446642,"about_ca_topic_score_gemma":0.014152546,"teacher_disagreement_score":0.024446642,"about_ca_system_score_codex":0.001483394,"about_ca_system_score_gemma":0.0008457179,"threshold_uncertainty_score":0.04860866},"labels":[],"label_agreement":null},{"id":"W3216807556","doi":"10.1057/s41599-021-00987-4","title":"Examining spread of emotional political content among Democratic and Republican candidates during the 2018 US mid-term elections","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":7,"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":"Anger; Sadness; Politics; Democracy; Social psychology; Context (archaeology); Psychology; Valence (chemistry); Prosocial behavior; Political science; Law; History","score_opus":0.2034540895600961,"score_gpt":0.341363221365958,"score_spread":0.13790913180586187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216807556","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":[0.9977336,0.00003345435,0.0001022193,0.00006292691,0.000009076615,0.000014479651,0.0003445941,0.000005026815,0.0016946285],"genre_scores_gemma":[0.99801767,0.000050214254,0.00014560035,0.000036107693,0.000023080376,0.000050258088,0.00045738803,0.000006124878,0.0012136678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99959975,0.00011856441,0.00003326701,0.00006643735,0.00010500849,0.000077019235],"domain_scores_gemma":[0.9968797,0.0010057444,0.0009481284,0.00012609696,0.00066176715,0.00037863792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000777993,0.00015790925,0.00017941742,0.0008591278,0.00066404534,0.0010566275,0.00018008827,0.0003202656,0.0029711116],"category_scores_gemma":[0.0052867504,0.000103602775,0.00013233088,0.0006350018,0.00018066131,0.00055618613,0.0008620527,0.00046449542,0.0006920709],"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":[0.00044917263,0.00022488262,0.9488681,0.00012339109,0.000051206236,0.00016309618,0.008956852,0.00020721069,0.0043832986,0.00037834985,0.0023689382,0.033825494],"study_design_scores_gemma":[0.0000023267428,0.000060006336,0.99319637,0.000013643449,0.000011528525,0.000044407385,0.00432222,0.00034170537,0.00041549938,0.000045820823,0.0015382431,0.000008288352],"about_ca_topic_score_codex":0.0036255645,"about_ca_topic_score_gemma":0.009554037,"teacher_disagreement_score":0.0036255645,"about_ca_system_score_codex":0.00025620422,"about_ca_system_score_gemma":0.00017703406,"threshold_uncertainty_score":0.009939373},"labels":[],"label_agreement":null},{"id":"W4200147157","doi":"10.1057/s41599-021-00989-2","title":"Doing well by doing good with the performance of United Nations Global Compact Climate Change Champions","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Competitor analysis; Portfolio; Volatility (finance); Risk aversion (psychology); Climate change; Capital asset pricing model; Business; Climate risk; Preference; Asset (computer security); Economics; Financial economics; Microeconomics; Expected utility hypothesis; Marketing","score_opus":0.10401413394244813,"score_gpt":0.26810799538909497,"score_spread":0.16409386144664684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200147157","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":[0.98643595,0.000118174554,0.00012421019,0.00062922714,0.000009192361,0.000010250106,0.000035440975,0.0000049526493,0.012632544],"genre_scores_gemma":[0.9992004,0.000021730799,0.00004244507,0.000047932364,0.00000488534,0.0000013439592,0.000022474982,7.471982e-7,0.00065806863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923384,0.00026779287,0.00003275441,0.00006470916,0.00021655775,0.00018429705],"domain_scores_gemma":[0.98847896,0.0022166863,0.0052319556,0.00044542502,0.0011934934,0.0024335622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014739886,0.00021033525,0.00021601492,0.00078413455,0.00065194885,0.002484248,0.00028256615,0.00071383687,0.004827568],"category_scores_gemma":[0.008067843,0.00006402977,0.00012652464,0.0007726622,0.00069940015,0.0012289791,0.00074079464,0.0005136629,0.00043741093],"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":[0.0001763425,0.0005525522,0.95544255,0.000026468899,0.000081053244,0.0003039965,0.0007470971,0.0015265022,0.0010600012,0.0034119075,0.0021629962,0.03450863],"study_design_scores_gemma":[0.000013201876,0.00041698603,0.98630327,0.000030076728,0.000034871686,0.000113404945,0.0028161476,0.003392306,0.001131084,0.0021948584,0.0035279985,0.000025684534],"about_ca_topic_score_codex":0.008135094,"about_ca_topic_score_gemma":0.014437807,"teacher_disagreement_score":0.008135094,"about_ca_system_score_codex":0.0009882395,"about_ca_system_score_gemma":0.0006164214,"threshold_uncertainty_score":0.016175449},"labels":[],"label_agreement":null},{"id":"W4200177403","doi":"10.1057/s41599-021-00993-6","title":"Impacts of school shooter drills on the psychological well-being of American K-12 school communities: a social media study","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsoft (Canada)","funders":"Georgia Institute of Technology","keywords":"Mental health; Psychology; Social media; Anxiety; Toll; Grit; Applied psychology; Medical education; Social psychology; Political science; Medicine; Psychiatry","score_opus":0.30318296338610545,"score_gpt":0.4533406208756875,"score_spread":0.15015765748958204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200177403","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":[0.9995141,0.00001559076,0.000019608977,0.000051520336,0.0000031783786,0.00000944599,0.0000821177,0.0000014206728,0.00030299884],"genre_scores_gemma":[0.99953055,0.000049704566,0.000050605642,0.000033790868,0.00000873041,0.000023941942,0.000119976816,0.0000020308034,0.00018067838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999054,0.00040258662,0.00006521141,0.00011066578,0.00015895224,0.0002084148],"domain_scores_gemma":[0.99390936,0.0014893389,0.00242741,0.00031133048,0.00072853564,0.0011340795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133561,0.00024590464,0.00030296243,0.0016566694,0.0013216673,0.0018407361,0.00042814313,0.0005416173,0.002594769],"category_scores_gemma":[0.006172182,0.00036422792,0.00040868894,0.0014014115,0.00077354704,0.0013312129,0.0017851213,0.001263371,0.00038646642],"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":[0.0001370508,0.0013334309,0.9801655,0.000044728175,0.00008708115,0.00006558252,0.008074692,0.00006288559,0.00030171932,0.00009322009,0.0005009483,0.0091333315],"study_design_scores_gemma":[0.0000029595262,0.00013817761,0.986043,0.00001872054,0.000018468698,0.000019948027,0.013255528,0.00014128775,0.00005772423,0.00002829174,0.0002691179,0.0000069121616],"about_ca_topic_score_codex":0.0119107505,"about_ca_topic_score_gemma":0.023237754,"teacher_disagreement_score":0.0119107505,"about_ca_system_score_codex":0.0005702059,"about_ca_system_score_gemma":0.0005655352,"threshold_uncertainty_score":0.023682833},"labels":[],"label_agreement":null},{"id":"W4205095533","doi":"10.1057/s41599-021-01016-0","title":"Mapping and assessing sexual and reproductive health policy changes over time in Colombia: measuring their impact on pregnancy terminations","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Reproductive health; Abortion; Family planning; Government (linguistics); Unintended pregnancy; Pregnancy; Medicine; Family planning policy; Population; Psychology; Environmental health; Research methodology","score_opus":0.16555329421911694,"score_gpt":0.39644240789272317,"score_spread":0.23088911367360623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205095533","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":[0.98300856,0.0026723144,0.0019228968,0.0008616556,0.000031602445,0.00019420087,0.005090143,0.000032819,0.0061856625],"genre_scores_gemma":[0.99583167,0.00075656985,0.0014623167,0.000045668465,0.0000114790755,0.00014975113,0.0012919399,0.000005719405,0.00044495394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838006,0.0008090082,0.00010083419,0.0002659258,0.00019176416,0.00025244404],"domain_scores_gemma":[0.99142855,0.003934081,0.0028771197,0.00037622286,0.001037542,0.00034641495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027541942,0.00035297457,0.00037669248,0.0025151884,0.0007150648,0.0012973758,0.00059303,0.00040909083,0.0023579102],"category_scores_gemma":[0.010325954,0.00022320705,0.00037579614,0.0031890706,0.0006428368,0.00084064866,0.0012422978,0.0006009457,0.00014005412],"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":[0.000069198686,0.00008165512,0.96723026,0.00041097144,0.00011239096,0.000105788546,0.0032353813,0.0008939928,0.00023315413,0.000957724,0.0012672677,0.0254022],"study_design_scores_gemma":[0.0000073512215,0.00004307297,0.9886432,0.00015389554,0.00007496294,0.000030073537,0.0059987456,0.0014164319,0.00018060202,0.00026553997,0.003167427,0.000018668792],"about_ca_topic_score_codex":0.27312806,"about_ca_topic_score_gemma":0.2553386,"teacher_disagreement_score":0.27312806,"about_ca_system_score_codex":0.00484926,"about_ca_system_score_gemma":0.0032904544,"threshold_uncertainty_score":0.5430766},"labels":[],"label_agreement":null},{"id":"W4210555714","doi":"10.1057/s41599-022-01040-8","title":"Citizen science and the right to research: building local knowledge of climate change impacts","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":88,"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":"Social Sciences and Humanities Research Council of Canada; Agencia Nacional de Investigación y Desarrollo; Queen Elizabeth Scholars; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; International Development Research Centre","keywords":"Cognitive reframing; Citizen science; Participatory action research; Citizen journalism; Climate change; Participatory GIS; Climate science; Political science; Sociology; Environmental resource management; Environmental planning; Geography; Ecology; Environmental science; Psychology","score_opus":0.29208781822561747,"score_gpt":0.39828281268045035,"score_spread":0.10619499445483288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210555714","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":[0.22840689,0.008803584,0.091481574,0.21241067,0.00041339832,0.0003712415,0.00023656388,0.00013433082,0.45774174],"genre_scores_gemma":[0.9886374,0.0015160114,0.0059633227,0.0010733177,0.00005152348,0.00007897129,0.00003398055,0.000016816572,0.0026287977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9747054,0.021411663,0.00034912594,0.0011109196,0.0015758317,0.0008470708],"domain_scores_gemma":[0.95083517,0.038016155,0.0020374586,0.005206863,0.0026432131,0.001261192],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.026422134,0.0003243066,0.00049153325,0.0022772083,0.0049680877,0.011676276,0.0012988385,0.0025626607,0.00485071],"category_scores_gemma":[0.026693426,0.0003894789,0.0005065326,0.001897768,0.02264836,0.010690469,0.011720886,0.0030420506,0.0003375481],"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":[0.000074772885,0.00017096009,0.011641899,0.0012340621,0.000067883484,0.00054672494,0.17480244,0.0021405064,0.001433071,0.6741512,0.006781545,0.12695499],"study_design_scores_gemma":[0.000044488428,0.00013874324,0.011464445,0.0030519615,0.00007167408,0.00041059018,0.22734071,0.0034960627,0.0018003259,0.49626514,0.25583744,0.00007848786],"about_ca_topic_score_codex":0.00783844,"about_ca_topic_score_gemma":0.011612179,"teacher_disagreement_score":0.99870116,"about_ca_system_score_codex":0.0046110316,"about_ca_system_score_gemma":0.010819882,"threshold_uncertainty_score":0.13973522},"labels":[],"label_agreement":null},{"id":"W4213416131","doi":"10.1057/s41599-022-01085-9","title":"Correction: Sex and gender considerations in health research: a trainee and allied research personnel perspective","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sex and Gender in Healthcare","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":"Université de Montréal; Women's College Hospital; Alberta Kidney Disease Network; University of Toronto; Dalhousie University; Libin Cardiovascular Institute of Alberta","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Perspective (graphical); Psychology; Engineering ethics; Medical education; Applied psychology; Medicine; Engineering; Computer science","score_opus":0.8334469640041359,"score_gpt":0.5520314589007247,"score_spread":0.2814155051034112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213416131","genre_codex":"editorial","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013060756,0.0012556976,0.0006526564,0.18252172,0.8113137,0.00004317154,0.0005917466,0.00030698883,0.0031836147],"genre_scores_gemma":[0.021933226,0.011296124,0.0062861373,0.28612453,0.49115023,0.00063743634,0.0012675865,0.0014828361,0.17982194],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.97216177,0.0064296904,0.006112145,0.00296056,0.010224223,0.002111504],"domain_scores_gemma":[0.80344117,0.07477725,0.01142991,0.011859111,0.08962695,0.008865502],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016004024,0.0028601014,0.0030032364,0.004185208,0.009303088,0.009403511,0.008095411,0.020615553,0.054318655],"category_scores_gemma":[0.26770222,0.0017662983,0.0017181042,0.004718152,0.009646942,0.0055935336,0.00544627,0.033727944,0.036184218],"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":[0.000027262577,0.0000038848666,0.00006646896,0.000114989656,0.000007223891,0.00023600759,0.00009693319,0.000030745177,0.000016256932,0.0010080544,0.99496484,0.0034274121],"study_design_scores_gemma":[0.000056060482,0.000026420656,0.0007993248,0.0013188527,0.000024110599,0.0008222651,0.0005897875,0.00033152438,0.00021344649,0.003834599,0.99191076,0.00007287085],"about_ca_topic_score_codex":0.027529908,"about_ca_topic_score_gemma":0.031455237,"teacher_disagreement_score":0.983996,"about_ca_system_score_codex":0.00790172,"about_ca_system_score_gemma":0.018046185,"threshold_uncertainty_score":0.181714},"labels":[],"label_agreement":null},{"id":"W4220718772","doi":"10.1057/s41599-022-01096-6","title":"Poverty control policy may affect the transition of geological disaster risk in China","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":45,"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; University of Alberta","funders":"Chinese Academy of Sciences","keywords":"Poverty; Vulnerability (computing); China; Government (linguistics); Development economics; Natural disaster; Population; Geography; Economic growth; Economics; Sociology","score_opus":0.05717839459063283,"score_gpt":0.32809294901743014,"score_spread":0.2709145544267973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220718772","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":[0.99707663,0.000105944164,0.00022105144,0.0008034221,0.0000066198118,0.000011833841,0.00010428753,0.000007972234,0.0016622347],"genre_scores_gemma":[0.9995633,0.000046348017,0.000027189251,0.000028335107,0.0000026892908,0.0000035013204,0.000047988295,8.6795103e-7,0.0002797746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993467,0.00011368086,0.000045507113,0.000055818513,0.00011888909,0.00031946774],"domain_scores_gemma":[0.9984591,0.00018848835,0.00066185556,0.000063043524,0.00033214458,0.00029525184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009150011,0.00018846615,0.00022577793,0.0013540592,0.000916339,0.0011703762,0.00040995068,0.00036775446,0.0016249386],"category_scores_gemma":[0.0028864448,0.00014126081,0.00046867685,0.0012542021,0.00073879247,0.000738419,0.0014091482,0.0006277011,0.00008590844],"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":[0.00012147708,0.00015990874,0.9541579,0.00006125974,0.0001396604,0.00095164764,0.002058851,0.01375161,0.00082842464,0.007840567,0.002241171,0.017687488],"study_design_scores_gemma":[0.000008715188,0.000046219833,0.98470485,0.00002007272,0.00002695231,0.00005673773,0.002162244,0.00907734,0.00023342828,0.001783614,0.0018591295,0.000020716338],"about_ca_topic_score_codex":0.07215422,"about_ca_topic_score_gemma":0.054587796,"teacher_disagreement_score":0.07215422,"about_ca_system_score_codex":0.0031033296,"about_ca_system_score_gemma":0.0035007861,"threshold_uncertainty_score":0.1434685},"labels":[],"label_agreement":null},{"id":"W4220917849","doi":"10.1057/s41599-022-01074-y","title":"Vaccine hesitancy and monetary incentives","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":25,"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 Toronto","funders":"University of Toronto","keywords":"Incentive; Herd immunity; Vaccination; Willingness to pay; Coronavirus disease 2019 (COVID-19); Public economics; Business; Medicine; Economics; Immunology; Disease; Microeconomics; Internal medicine; Infectious disease (medical specialty)","score_opus":0.10249311277677285,"score_gpt":0.3274644261284939,"score_spread":0.22497131335172105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220917849","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":[0.99318874,0.00013834037,0.00058604946,0.00059925875,0.00001574238,0.00005160748,0.000030861465,0.000007885003,0.005381548],"genre_scores_gemma":[0.9994312,0.000029049452,0.00021780793,0.00011640132,0.000008710025,0.000019903287,0.000009098339,0.0000013088912,0.00016645345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951721,0.003686555,0.00018120324,0.00020319113,0.0005318252,0.00022516423],"domain_scores_gemma":[0.9000582,0.07774826,0.015723532,0.0025647713,0.0015074371,0.0023978897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074643483,0.0002466647,0.00036110656,0.0003534664,0.0003412871,0.0011288379,0.00035194957,0.0006850469,0.0063832803],"category_scores_gemma":[0.051515374,0.00019612073,0.00028175025,0.0001873503,0.00096005056,0.000793922,0.00074740377,0.0010978485,0.00028405606],"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":[0.010434204,0.008299442,0.7867222,0.0010644486,0.0009470995,0.000823491,0.0038562089,0.006901683,0.014155508,0.021710401,0.002620843,0.14246447],"study_design_scores_gemma":[0.00070314464,0.009335502,0.92534155,0.00044261452,0.00039777395,0.0007395501,0.003752119,0.01686606,0.006539775,0.029608632,0.0061512743,0.00012193092],"about_ca_topic_score_codex":0.0003261782,"about_ca_topic_score_gemma":0.00030766297,"teacher_disagreement_score":0.0074643483,"about_ca_system_score_codex":0.00039975386,"about_ca_system_score_gemma":0.00040641654,"threshold_uncertainty_score":0.03947574},"labels":[],"label_agreement":null},{"id":"W4221076427","doi":"10.1057/s41599-022-01116-5","title":"Women’s work on small change: privately issued currency by women in mid-17th century London","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","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":"Edmond J. Safra Center for Ethics, Harvard University; Azrieli Foundation; Tel Aviv University; Hebrew University of Jerusalem","keywords":"Issuer; Security token; Legal status; Economic shortage; Currency; Value (mathematics); Work (physics); Representation (politics); Business; Barter; Law; Political science; Economics; Finance; Government (linguistics); Engineering; Market economy; Computer security; Monetary economics; Computer science; Politics","score_opus":0.22331265148359397,"score_gpt":0.27216215371492253,"score_spread":0.048849502231328557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221076427","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":[0.8376909,0.012029799,0.00032411268,0.030665264,0.0006484872,0.00003745506,0.00017019475,0.000023919785,0.11840992],"genre_scores_gemma":[0.94122064,0.0038433613,0.00008352727,0.0011301106,0.00012289113,0.000016498238,0.000024869983,0.000029129158,0.053529017],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973564,0.0012230881,0.00014281292,0.00025903547,0.00033040455,0.00068831816],"domain_scores_gemma":[0.99547005,0.0022726753,0.0008060777,0.00019177682,0.00032246212,0.0009369995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518587,0.0002798655,0.00045563566,0.0018926744,0.008947396,0.008950014,0.0006880544,0.0016765919,0.011660235],"category_scores_gemma":[0.004944613,0.0005781755,0.00015899648,0.0022021364,0.015061653,0.004760813,0.0044590505,0.0016643093,0.0009452988],"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":[0.000032317093,0.000009505414,0.0037591916,0.000052083058,0.0000034158584,0.0007423362,0.9594483,0.000013674865,0.00024844595,0.02459341,0.003827616,0.0072696554],"study_design_scores_gemma":[0.0000064049573,0.00004391783,0.008145515,0.00024159416,0.000003943715,0.00037399252,0.5938526,0.00001893413,0.00025762143,0.0011023787,0.39593172,0.000021396881],"about_ca_topic_score_codex":0.07558889,"about_ca_topic_score_gemma":0.13819782,"teacher_disagreement_score":0.07558889,"about_ca_system_score_codex":0.016230129,"about_ca_system_score_gemma":0.0041251024,"threshold_uncertainty_score":0.15029782},"labels":[],"label_agreement":null},{"id":"W4221122654","doi":"10.1057/s41599-022-01113-8","title":"Risk factors and missing persons: advancing an understanding of ‘risk’","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":20,"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":"Missing data; Terminology; Categorical variable; Psychology; Phenomenon; Proxy (statistics); Risk factor; Medicine; Computer science; Epistemology","score_opus":0.2723986486304939,"score_gpt":0.40423904019219853,"score_spread":0.13184039156170463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221122654","genre_codex":"commentary","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":[0.08629413,0.06964908,0.29282004,0.5194056,0.0035907761,0.00021180246,0.00027607,0.00015010059,0.027602473],"genre_scores_gemma":[0.8761275,0.038257062,0.062664494,0.019161236,0.002210298,0.00026535869,0.00018407313,0.000061690895,0.0010682896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9424437,0.043660846,0.0033796276,0.0026704983,0.0064705163,0.0013747584],"domain_scores_gemma":[0.8239666,0.13629924,0.016428176,0.008434564,0.011410159,0.003461246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.080965765,0.0011175069,0.001863088,0.009172071,0.005204569,0.011704912,0.004835345,0.0065208063,0.0021966186],"category_scores_gemma":[0.14261758,0.0011273302,0.0016674863,0.004263078,0.041674484,0.03574908,0.011828349,0.01630062,0.0002631106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007148977,0.00013027582,0.031034395,0.001347838,0.00013713834,0.0006114769,0.119984716,0.0011121079,0.00018994541,0.76304835,0.0057189143,0.07661339],"study_design_scores_gemma":[0.000014644078,0.00009326617,0.006671678,0.005599443,0.00009927545,0.0014555866,0.0542991,0.0021352535,0.0002958912,0.89492595,0.034312505,0.00009744344],"about_ca_topic_score_codex":0.0072343424,"about_ca_topic_score_gemma":0.0061085154,"teacher_disagreement_score":0.080965765,"about_ca_system_score_codex":0.007338619,"about_ca_system_score_gemma":0.015142635,"threshold_uncertainty_score":0.42819303},"labels":[],"label_agreement":null},{"id":"W4225641071","doi":"10.1057/s41599-021-00977-6","title":"Debates about vaccines and climate change on social media networks: a study in contrasts","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":8,"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 Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Converse; Climate change; Conversation; Public opinion; Sentiment analysis; Order (exchange); Scale (ratio); Political science; Geography; Computer science; Data science; Psychology; Ecology; Artificial intelligence; Biology; Epistemology; Communication; Business","score_opus":0.2680542890132014,"score_gpt":0.39233170323811156,"score_spread":0.12427741422491018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225641071","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":[0.9983374,0.000038587896,0.00005895129,0.0003256272,0.0000046079294,0.000004235326,0.000036955917,8.1252284e-7,0.001192718],"genre_scores_gemma":[0.9996252,0.00004110975,0.00003954504,0.00006815492,0.000013083384,0.0000071751565,0.00002781232,0.0000023592186,0.00017556552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878186,0.00076874316,0.000039583072,0.00014362334,0.00010627859,0.00015990438],"domain_scores_gemma":[0.99091023,0.006295539,0.0016077947,0.00026898223,0.00046287704,0.00045450812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021377993,0.0001411352,0.00021352731,0.0010470493,0.0024196438,0.0022935553,0.00036144184,0.0009111823,0.0025674845],"category_scores_gemma":[0.011364334,0.00018123725,0.0001929247,0.0011740163,0.0021251542,0.002969536,0.0019990155,0.0011072995,0.00023420615],"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":[0.0005582093,0.0004604349,0.58447874,0.00013467921,0.00009355248,0.0012862026,0.38518864,0.00026421633,0.0033022698,0.0072408784,0.0018635205,0.0151286535],"study_design_scores_gemma":[0.000022647135,0.00022404102,0.67038393,0.00007791227,0.00003653932,0.0004618362,0.31348455,0.0013324318,0.0007784405,0.001839968,0.011321789,0.000035924077],"about_ca_topic_score_codex":0.0065936684,"about_ca_topic_score_gemma":0.008567868,"teacher_disagreement_score":0.0065936684,"about_ca_system_score_codex":0.0012768388,"about_ca_system_score_gemma":0.00033428115,"threshold_uncertainty_score":0.013110578},"labels":[],"label_agreement":null},{"id":"W4283261677","doi":"10.1057/s41599-022-01221-5","title":"Patient-centered care and interprofessional collaboration in medical resident education: Where we stand and where we need to go","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Psychological intervention; CINAHL; Medicine; Context (archaeology); MEDLINE; Health care; Nursing; Multidisciplinary approach; Medical education; Curriculum; Psychology","score_opus":0.07350810803647044,"score_gpt":0.4474468773229952,"score_spread":0.37393876928652475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283261677","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":[0.002009744,0.9919984,0.0002315046,0.0038108665,0.00032034004,0.00008906234,0.000054168337,0.000005074811,0.0014808645],"genre_scores_gemma":[0.0507383,0.9418515,0.0020797187,0.004029637,0.00045704987,0.0004416324,0.00008275875,0.0000047452772,0.00031474547],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98411566,0.010559131,0.0023976245,0.0004945778,0.0021225587,0.00031044942],"domain_scores_gemma":[0.92537624,0.058494143,0.009511141,0.0006694662,0.004871929,0.0010770847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013797072,0.00058046257,0.002416068,0.0048800493,0.00087557157,0.004925363,0.0011773137,0.002508479,0.0044722673],"category_scores_gemma":[0.057588436,0.0004379602,0.0015814843,0.006402896,0.0013940114,0.0046543544,0.0022811606,0.0021547484,0.00035051108],"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":[0.0003282614,0.00016153142,0.0024304814,0.60558295,0.0014491719,0.0002259051,0.0028542406,0.00022915709,0.00016907453,0.0058452,0.009635547,0.37108853],"study_design_scores_gemma":[0.0001964377,0.00028537068,0.0067234347,0.9252394,0.0024376586,0.00044621373,0.004272257,0.0001444771,0.00022733558,0.0031034576,0.056871112,0.00005278847],"about_ca_topic_score_codex":0.004531498,"about_ca_topic_score_gemma":0.009336059,"teacher_disagreement_score":0.013797072,"about_ca_system_score_codex":0.004034091,"about_ca_system_score_gemma":0.012670264,"threshold_uncertainty_score":0.072966754},"labels":[],"label_agreement":null},{"id":"W4285589001","doi":"10.1057/s41599-022-01254-w","title":"Correction: Evaluation of science advice during the COVID-19 pandemic in Sweden","year":2022,"lang":"en","type":"erratum","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Advice (programming); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Data science; History; Computer science; Medicine; Virology; Infectious disease (medical specialty)","score_opus":0.4147059154094534,"score_gpt":0.5126031271516057,"score_spread":0.09789721174215232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285589001","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000109223256,0.0004914918,0.00030693098,0.11952847,0.8763541,0.000024314544,0.0006118669,0.00024600088,0.00232749],"genre_scores_gemma":[0.011413124,0.0073737917,0.004232466,0.2913046,0.5125986,0.00031216865,0.0015167281,0.0016760335,0.16957247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98702234,0.0027817255,0.0024323817,0.0011706315,0.005650214,0.00094258686],"domain_scores_gemma":[0.93074816,0.026733844,0.0029855869,0.0028751895,0.033579424,0.0030778109],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010249943,0.00273955,0.0021609447,0.0042586536,0.0052774176,0.0062109204,0.0047918847,0.016814435,0.03842152],"category_scores_gemma":[0.16831945,0.0013229777,0.0023525378,0.0024398759,0.0041948874,0.0030279157,0.0035908835,0.019695494,0.021539219],"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":[0.00001689703,0.000003431923,0.000032688993,0.00006440667,0.00000842226,0.00017644136,0.00005019097,0.000020942953,0.00001197548,0.0004933013,0.9970937,0.0020276203],"study_design_scores_gemma":[0.000048224287,0.000019948811,0.00042934564,0.0006950264,0.000041614378,0.00042428312,0.00021730535,0.00019084466,0.00016165603,0.0015675805,0.9961565,0.000047579168],"about_ca_topic_score_codex":0.03654738,"about_ca_topic_score_gemma":0.046140548,"teacher_disagreement_score":0.98975,"about_ca_system_score_codex":0.0070205564,"about_ca_system_score_gemma":0.013364319,"threshold_uncertainty_score":0.12853277},"labels":[],"label_agreement":null},{"id":"W4285589993","doi":"10.1057/s41599-022-01260-y","title":"Evaluating the effectiveness of the Kidogo model in empowering women and strengthening their capacities to engage in paid labor opportunities through the provision of quality childcare: a study protocol for an exploratory study in Nakuru County, Kenya","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":4,"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":"Empowerment; Productivity; Intervention (counseling); Quality (philosophy); Protocol (science); Work (physics); Business; Economic growth; Economics; Nursing; Medicine; Engineering","score_opus":0.3703629558579102,"score_gpt":0.4688238817567583,"score_spread":0.09846092589884814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285589993","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.080341205,0.0001872386,0.002641329,0.00031193803,0.00010653944,0.91337544,0.00076386647,0.000030087765,0.0022423284],"genre_scores_gemma":[0.025829941,0.00019773179,0.0071084267,0.00015059908,0.00001643409,0.9659913,0.00008972877,0.0000035796509,0.0006122534],"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","domain_scores_codex":[0.989374,0.007813697,0.0007141953,0.0004994876,0.00050612085,0.0010925869],"domain_scores_gemma":[0.9933729,0.0025565894,0.00092424144,0.0006409542,0.0012583134,0.0012470153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022462465,0.0016832295,0.0020183742,0.0011926293,0.0041890093,0.0015990485,0.0024565367,0.0025764215,0.016843745],"category_scores_gemma":[0.013165809,0.0016027045,0.0019479397,0.0007568352,0.0021934218,0.0016922639,0.0023179706,0.002649282,0.0018028222],"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":[0.1458265,0.33956346,0.019949276,0.043055803,0.0009353738,0.0040150858,0.06653246,0.0070869904,0.024328806,0.012669688,0.016417043,0.3196197],"study_design_scores_gemma":[0.22921833,0.47747976,0.0588979,0.01554534,0.001676316,0.00046020348,0.053237367,0.0029608114,0.015229076,0.006757239,0.13802427,0.00051341485],"about_ca_topic_score_codex":0.0033940452,"about_ca_topic_score_gemma":0.008844249,"teacher_disagreement_score":0.022462465,"about_ca_system_score_codex":0.0030375738,"about_ca_system_score_gemma":0.015109774,"threshold_uncertainty_score":0.11879432},"labels":[],"label_agreement":null},{"id":"W4289261059","doi":"10.1057/s41599-022-01266-6","title":"Synergies and trade-offs between climate change adaptation options and gender equality: a review of the global literature","year":2022,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":73,"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 Saskatchewan","funders":"","keywords":"Adaptation (eye); Climate justice; Climate change; Transformative learning; Gender mainstreaming; Sustainable development; Livelihood; Environmental resource management; Climate Finance; Poverty; Political science; Gender equality; Environmental planning; Geography; Sociology; Economics; Psychology; Ecology; Agriculture","score_opus":0.6821245856851086,"score_gpt":0.45880105813519184,"score_spread":0.22332352754991674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289261059","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":[0.00046492578,0.9976966,0.000088386616,0.0009189326,0.00010673343,0.0000040095165,0.000021804008,0.0000017672913,0.00069686415],"genre_scores_gemma":[0.007271643,0.99186206,0.00016020233,0.00046641746,0.0001454737,0.000008710893,0.000017995075,0.000002625503,0.00006478786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760157,0.0009820582,0.0004054579,0.00034894518,0.00053477666,0.00012726728],"domain_scores_gemma":[0.9706242,0.02549788,0.0020972108,0.00021268318,0.0013554681,0.00021250903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071116183,0.00097506004,0.001564461,0.00920466,0.00073749956,0.0039810976,0.0011134667,0.00183408,0.0042927954],"category_scores_gemma":[0.013246466,0.00070384063,0.0017604355,0.012964497,0.0024337128,0.0046785465,0.0016362063,0.0017977692,0.00036558704],"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":[0.0001262991,0.00006602719,0.0039893254,0.18030587,0.0011270989,0.00039409215,0.002937643,0.00095441093,0.00041802326,0.02596634,0.012053902,0.771661],"study_design_scores_gemma":[0.000028736935,0.00017921814,0.023366306,0.4271053,0.003268128,0.0016227663,0.01005009,0.00049695396,0.00056281657,0.0236569,0.5095253,0.00013758912],"about_ca_topic_score_codex":0.005216155,"about_ca_topic_score_gemma":0.010914382,"teacher_disagreement_score":0.00920466,"about_ca_system_score_codex":0.002466679,"about_ca_system_score_gemma":0.0066730203,"threshold_uncertainty_score":0.037610292},"labels":[],"label_agreement":null},{"id":"W4289333774","doi":"10.1057/s41599-022-01272-8","title":"Invertebrate research without ethical or regulatory oversight reduces public confidence and trust","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Government of Canada; University of British Columbia","funders":"University of British Columbia","keywords":"Thematic analysis; Public trust; Likert scale; Psychology; Stakeholder; Low Confidence; Value (mathematics); Qualitative research; Public relations; Social psychology; Political science; Sociology; Social science; Developmental psychology","score_opus":0.5223616190438289,"score_gpt":0.46292658710120427,"score_spread":0.05943503194262467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289333774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97865283,0.0003936654,0.0034406288,0.006516712,0.00005034502,0.00005749412,0.000037631526,0.000031484295,0.010819095],"genre_scores_gemma":[0.99864596,0.00012351779,0.00046234374,0.00048207608,0.00001139921,0.00002680155,0.00001006138,0.000005747132,0.00023209292],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9504591,0.03451709,0.0014438296,0.001764377,0.008500211,0.0033153181],"domain_scores_gemma":[0.8338138,0.10701362,0.031082885,0.00816628,0.009759087,0.0101643205],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.041717164,0.00024984658,0.00043467424,0.001013126,0.003956345,0.0063331965,0.0013814133,0.0018430382,0.0028846008],"category_scores_gemma":[0.093289025,0.00042349478,0.0005743566,0.0007073467,0.0128012225,0.002976136,0.006562188,0.0034103913,0.00017952986],"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":[0.0007922854,0.00043940067,0.19438435,0.0013416539,0.00023891988,0.0016882031,0.7073332,0.00060674717,0.008307261,0.024024779,0.0059578647,0.054885384],"study_design_scores_gemma":[0.000143667,0.0009579777,0.22573982,0.0013422696,0.00018871654,0.0012172487,0.68387735,0.0018515849,0.0028728824,0.02211635,0.05946223,0.00022986093],"about_ca_topic_score_codex":0.013103217,"about_ca_topic_score_gemma":0.012763447,"teacher_disagreement_score":0.9582828,"about_ca_system_score_codex":0.008044584,"about_ca_system_score_gemma":0.011193353,"threshold_uncertainty_score":0.22062403},"labels":[],"label_agreement":null},{"id":"W4292170773","doi":"10.1057/s41599-022-01301-6","title":"Seeds and the city: a review of municipal home food gardening programs in Canada in response to the COVID-19 pandemic","year":2022,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Food security; Coronavirus disease 2019 (COVID-19); Food insecurity; Pandemic; Business; Geography; 2019-20 coronavirus outbreak; Socioeconomics; Economic growth; Political science; Agriculture; Sociology; Medicine; Economics","score_opus":0.351479555437544,"score_gpt":0.34307361277384285,"score_spread":0.00840594266370115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292170773","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":[0.00017768337,0.9988908,0.000012859659,0.0002810822,0.000065333836,0.000009037604,0.000055966993,0.0000026350135,0.0005045968],"genre_scores_gemma":[0.0015048018,0.9981035,0.00005758867,0.0001369146,0.000023692226,0.000006613832,0.00004190132,0.0000013451676,0.0001235765],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.999091,0.00015494983,0.00014219471,0.00009829149,0.00039550132,0.00011795542],"domain_scores_gemma":[0.99649686,0.0012999855,0.00036703263,0.00004555529,0.0014193082,0.0003712199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224061,0.0008463165,0.0017925219,0.00660414,0.0013213514,0.0025206604,0.0014939706,0.001122423,0.0033360273],"category_scores_gemma":[0.0050044945,0.00047773455,0.0010870586,0.013914844,0.0011245104,0.0010544203,0.0009542865,0.0013426763,0.00037726242],"study_design_candidate":"systematic_review","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":[0.00019131352,0.000075740936,0.0011439105,0.1498352,0.0003684146,0.00016892489,0.00085035886,0.0003844022,0.00025940393,0.0024695862,0.03603748,0.8082152],"study_design_scores_gemma":[0.000055879304,0.00015678989,0.012478999,0.11779547,0.0013654573,0.00045136947,0.0009924122,0.0001311231,0.00030390194,0.0004360769,0.8657523,0.00008020302],"about_ca_topic_score_codex":0.6928571,"about_ca_topic_score_gemma":0.8487675,"teacher_disagreement_score":0.3071429,"about_ca_system_score_codex":0.016121553,"about_ca_system_score_gemma":0.055218905,"threshold_uncertainty_score":0.6179035},"labels":[],"label_agreement":null},{"id":"W4293251238","doi":"10.1057/s41599-022-01157-w","title":"How can funders promote the use of research? Three converging views on relational research","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":35,"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":"Johns Hopkins University","keywords":"Sustainability; Order (exchange); Work (physics); Political science; Public relations; Engineering ethics; Bridge (graph theory); Knowledge management; Sociology; Business; Computer science; Engineering; Medicine; Ecology","score_opus":0.9564556683276968,"score_gpt":0.6270769069684027,"score_spread":0.3293787613592941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293251238","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04210839,0.006534972,0.0290812,0.8643603,0.0012279042,0.00023310563,0.000048413942,0.00010037841,0.05630531],"genre_scores_gemma":[0.9332558,0.0033745526,0.016501335,0.042115144,0.0007701886,0.00046696325,0.000020938529,0.00013896055,0.003356156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.5570383,0.34633166,0.015618885,0.012045066,0.04723276,0.021733332],"domain_scores_gemma":[0.49149403,0.38936788,0.027400434,0.019795338,0.040072624,0.03186965],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.38081008,0.0010514004,0.0018569398,0.0057754694,0.020191068,0.078218766,0.005830144,0.020951532,0.0026045376],"category_scores_gemma":[0.3941568,0.001651853,0.0013920459,0.0054558893,0.0972186,0.041355975,0.054148618,0.025671352,0.00046690993],"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":[0.00012934617,0.00007156559,0.0043903315,0.0005868739,0.000107945656,0.0003825612,0.09546013,0.0005306567,0.00041339648,0.8636025,0.010038084,0.0242867],"study_design_scores_gemma":[0.00019023399,0.00011751729,0.0019621616,0.0027752786,0.00013506641,0.0003044117,0.102410026,0.0017238879,0.0010154608,0.6990015,0.190129,0.0002354787],"about_ca_topic_score_codex":0.012277177,"about_ca_topic_score_gemma":0.009779281,"teacher_disagreement_score":0.6191899,"about_ca_system_score_codex":0.042871144,"about_ca_system_score_gemma":0.072017886,"threshold_uncertainty_score":0.7635714},"labels":[],"label_agreement":null},{"id":"W4296836093","doi":"10.1057/s41599-022-01349-4","title":"COVID-19 confines recreational gatherings in Seoul to familiar, less crowded, and neighboring urban areas","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human Mobility and Location-Based Analysis","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":"Kellogg's (Canada)","funders":"National Research Foundation of Korea; National Research Foundation; National Science Foundation","keywords":"Recreation; Hierarchy; Geography; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Socioeconomics; Outbreak; Environmental planning; Political science; Sociology; Medicine; Ecology; Disease; Infectious disease (medical specialty); Biology","score_opus":0.1829608024191878,"score_gpt":0.36878346433076586,"score_spread":0.18582266191157806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296836093","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":[0.9973464,0.000071775816,0.00039683215,0.0000553448,0.000007145253,0.00002092941,0.00045982853,0.000010426069,0.0016313706],"genre_scores_gemma":[0.9985281,0.00005512602,0.00042038792,0.00002386184,0.0000031888903,0.000018318815,0.00057523494,0.0000051188117,0.00037070407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991893,0.0002208187,0.00011307901,0.00017447502,0.00010166047,0.00020070942],"domain_scores_gemma":[0.99783057,0.00024128953,0.0011023578,0.00017555778,0.0002740852,0.0003762104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057828956,0.00027145026,0.00026712907,0.0011208139,0.0009880611,0.0011989418,0.00035554502,0.00019044364,0.0028095813],"category_scores_gemma":[0.001858901,0.00019269032,0.00035497214,0.0017561729,0.0007947796,0.0006784436,0.002154157,0.0004219034,0.00023609056],"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":[0.000055635443,0.000026830416,0.99153495,0.000050828436,0.00004024313,0.00022653768,0.0011677237,0.000120595156,0.0009336752,0.00019623141,0.000472626,0.0051740687],"study_design_scores_gemma":[0.0000014639595,0.000031066993,0.993222,0.000025132345,0.000013326206,0.00014806699,0.0050933845,0.00030509298,0.00012463685,0.00006199168,0.00096683553,0.0000069371486],"about_ca_topic_score_codex":0.02533781,"about_ca_topic_score_gemma":0.07216948,"teacher_disagreement_score":0.02533781,"about_ca_system_score_codex":0.00067333493,"about_ca_system_score_gemma":0.00085452595,"threshold_uncertainty_score":0.050380647},"labels":[],"label_agreement":null},{"id":"W4309563323","doi":"10.1057/s41599-022-01423-x","title":"Null effects of news exposure: a test of the (un)desirable effects of a ‘news vacation’ and ‘news binging’","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Social Media and Politics","field":"Social Sciences","cited_by":22,"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 Regina","funders":"","keywords":"News media; Psychology; Perception; Consumption (sociology); Social psychology; Fake news; Democracy; Media consumption; Negative information; Advertising; Centrality; Politics; Political science; Business; Sociology","score_opus":0.07314916380884304,"score_gpt":0.3101696330721657,"score_spread":0.23702046926332268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309563323","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":[0.98946685,0.00017610274,0.003976999,0.00026636865,0.000168579,0.00024460032,0.000616196,0.000037776656,0.0050465013],"genre_scores_gemma":[0.99343735,0.00003486488,0.0038316345,0.00025960116,0.000049278704,0.0008018665,0.00039595968,0.000044456465,0.0011449729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.95962566,0.022882795,0.00289792,0.007488575,0.0054746293,0.0016304285],"domain_scores_gemma":[0.49131954,0.44984752,0.026593087,0.02308168,0.0041039535,0.0050542206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032130722,0.000855685,0.0013331178,0.00079584634,0.00088257395,0.0019807976,0.0023111252,0.002387433,0.017582161],"category_scores_gemma":[0.12203817,0.0005452395,0.0018783851,0.000800983,0.0052807,0.0021108165,0.0033658175,0.0040041083,0.00092887814],"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":[0.18905893,0.030191982,0.5661733,0.0033126383,0.007260302,0.0019899157,0.007918569,0.004473779,0.096024536,0.03152162,0.003921668,0.05815275],"study_design_scores_gemma":[0.0021704922,0.045572594,0.8865716,0.00018815977,0.0029810832,0.00064670824,0.0029380585,0.015793415,0.02486031,0.011380958,0.0067170174,0.00017972935],"about_ca_topic_score_codex":0.0009614785,"about_ca_topic_score_gemma":0.00037184087,"teacher_disagreement_score":0.032130722,"about_ca_system_score_codex":0.00060810376,"about_ca_system_score_gemma":0.00078775303,"threshold_uncertainty_score":0.16992551},"labels":[],"label_agreement":null},{"id":"W4310297804","doi":"10.1057/s41599-022-01442-8","title":"The gendered dimensions of the anti-mask and anti-lockdown movement on social media","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Gender, Feminism, and Media","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":"Simon Fraser University","funders":"","keywords":"Social media; Pejorative; Feminism; Social distance; Sociology; Distancing; Media studies; Coronavirus disease 2019 (COVID-19); Political science; Gender studies; Law","score_opus":0.1942146139644459,"score_gpt":0.33841001818997873,"score_spread":0.14419540422553284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310297804","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":[0.8905476,0.0032698903,0.004585105,0.0070931804,0.00030763657,0.000060919276,0.000266856,0.000041231444,0.09382761],"genre_scores_gemma":[0.9951014,0.00069052307,0.00057507,0.0004042231,0.00012551014,0.00003197047,0.000037583155,0.000025569963,0.0030081382],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99596065,0.0026314692,0.00010220284,0.0003033312,0.0006388305,0.00036341225],"domain_scores_gemma":[0.98950154,0.008437225,0.0010723403,0.00028674965,0.00041094658,0.00029113394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039754706,0.00042535143,0.00025184936,0.0033872165,0.0043536983,0.0065046945,0.0004053946,0.0011103944,0.0046878145],"category_scores_gemma":[0.009169939,0.00024139545,0.00023819263,0.0019762283,0.00977094,0.0068778377,0.0043977736,0.0011660018,0.00036922304],"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":[0.0001242965,0.000027198954,0.014711113,0.00030145617,0.000019856281,0.0006746485,0.89984596,0.00005973088,0.0045669903,0.04774244,0.0014880479,0.030438153],"study_design_scores_gemma":[0.000010333945,0.000074676034,0.038944993,0.0006056722,0.000026136719,0.00082893646,0.8402446,0.00027883128,0.0020541113,0.012140756,0.10474248,0.000048544403],"about_ca_topic_score_codex":0.0029643688,"about_ca_topic_score_gemma":0.004188737,"teacher_disagreement_score":0.0065046945,"about_ca_system_score_codex":0.0019460892,"about_ca_system_score_gemma":0.00081136706,"threshold_uncertainty_score":0.021024525},"labels":[],"label_agreement":null},{"id":"W4310493961","doi":"10.1057/s41599-022-01455-3","title":"The everyday work of One Welfare in animal sheltering and protection","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"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 Calgary; University of British Columbia","funders":"","keywords":"Animal welfare; Work (physics); Intervention (counseling); Welfare; Judgement; Mental health; Public relations; Business; Health care; Psychology; Medicine; Nursing; Political science; Engineering; Psychiatry","score_opus":0.12621960948122307,"score_gpt":0.356715588011496,"score_spread":0.23049597853027293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310493961","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":[0.9503248,0.0028433858,0.006687469,0.0068842242,0.00042466685,0.00007732157,0.00006306026,0.00008403702,0.032611],"genre_scores_gemma":[0.99337864,0.0009222212,0.0020602476,0.00074038317,0.00004232683,0.000035954698,0.000038463666,0.00002716792,0.0027545285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9852858,0.011916234,0.0003007441,0.0007153948,0.0006409444,0.001140763],"domain_scores_gemma":[0.9927055,0.0022721526,0.0012935353,0.00058072025,0.0006734989,0.002474508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006171682,0.00049700215,0.0004957847,0.0013147083,0.01184541,0.004974779,0.0014205856,0.0013923522,0.0040020375],"category_scores_gemma":[0.0065341005,0.00036762637,0.0003768234,0.0007908892,0.017798185,0.002944131,0.008700327,0.0019445294,0.0006558366],"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":[0.0001319751,0.00029502794,0.033397466,0.0004286916,0.00004863434,0.0020768172,0.90149033,0.00019689866,0.0024870737,0.009722875,0.008802336,0.0409219],"study_design_scores_gemma":[0.000008428664,0.00038496318,0.023225972,0.0009080446,0.000024506426,0.0010882909,0.87748176,0.00020274993,0.0005221328,0.0038366683,0.092223816,0.00009273269],"about_ca_topic_score_codex":0.005818437,"about_ca_topic_score_gemma":0.00858385,"teacher_disagreement_score":0.01184541,"about_ca_system_score_codex":0.003125046,"about_ca_system_score_gemma":0.0033312803,"threshold_uncertainty_score":0.032639384},"labels":[],"label_agreement":null},{"id":"W4311718437","doi":"10.1057/s41599-022-01479-9","title":"The hot spots and frontiers of research on the Grand Canal Culture Belt in China: Literature and academic trends","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":13,"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":"Division of Graduate Education; Jilin Office of Philosophy and Social Science; Department of Education of Zhejiang Province; Zhejiang University","keywords":"China; Panama canal; Geography; Archaeology; Business","score_opus":0.16853362208684913,"score_gpt":0.3944838980219755,"score_spread":0.22595027593512634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311718437","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":[0.72412294,0.23736233,0.0007272687,0.01118063,0.00028136448,0.000066027904,0.001339686,0.000066795,0.024853025],"genre_scores_gemma":[0.92467797,0.072416246,0.00044564137,0.00038250803,0.00016182575,0.000029507839,0.0005494082,0.0000075678536,0.0013293986],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991215,0.00011161065,0.0001425465,0.000191239,0.00027068247,0.00016236311],"domain_scores_gemma":[0.99579084,0.001973276,0.0006215827,0.00011920213,0.0011714917,0.00032352476],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0024111038,0.0003172498,0.00042984475,0.018344942,0.0015499841,0.0038167343,0.0005172108,0.00051558873,0.0022542311],"category_scores_gemma":[0.0033495417,0.00013243528,0.00032674245,0.038782492,0.00153588,0.0034137536,0.0013004125,0.00035202643,0.000119510216],"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":[0.00017451658,0.00006879332,0.34727728,0.016136074,0.00026745722,0.0021295454,0.063064106,0.0009323831,0.0040110075,0.040118113,0.012016223,0.51380455],"study_design_scores_gemma":[0.000016810549,0.000093727554,0.78040344,0.006742048,0.00037095675,0.0010763194,0.09983695,0.0016257154,0.001730376,0.0073554064,0.10064539,0.00010282615],"about_ca_topic_score_codex":0.032126695,"about_ca_topic_score_gemma":0.031603303,"teacher_disagreement_score":0.98165506,"about_ca_system_score_codex":0.0035522322,"about_ca_system_score_gemma":0.009855885,"threshold_uncertainty_score":0.06387937},"labels":[],"label_agreement":null},{"id":"W4316814357","doi":"10.1057/s41599-023-01501-8","title":"Mobilization of science advice by the Canadian federal government to support the COVID-19 pandemic response","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Global Health Research; Public Health Ontario; University of Toronto; Women's College Hospital","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; University of Colorado Boulder","keywords":"Preparedness; Government (linguistics); Public health; Pandemic; Public relations; Political science; Portfolio; Public administration; Business; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease; Nursing; Law; Finance","score_opus":0.38740923895762475,"score_gpt":0.5272340307304535,"score_spread":0.13982479177282875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316814357","genre_codex":"commentary","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":[0.03187565,0.0115204,0.008734785,0.57851964,0.0048810686,0.0011712179,0.0017331007,0.00067760516,0.36088654],"genre_scores_gemma":[0.6191777,0.012381141,0.02858668,0.18513821,0.0012838133,0.0005370353,0.0015646149,0.00052124273,0.15080965],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.94708496,0.012638918,0.0015791432,0.0035053538,0.022718485,0.0124732135],"domain_scores_gemma":[0.85294855,0.029454159,0.0041349633,0.005185394,0.072508775,0.03576811],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.036721304,0.0006709184,0.00060208724,0.0068754824,0.037770182,0.022294592,0.0042938553,0.007919402,0.014539767],"category_scores_gemma":[0.08383677,0.0009609171,0.0009379775,0.0070920917,0.013245694,0.005003597,0.012560069,0.01020467,0.0020156836],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001503525,0.00018277169,0.01724849,0.0010802574,0.00014457217,0.0022474155,0.046213694,0.001924033,0.0026872423,0.13478076,0.5780421,0.21529827],"study_design_scores_gemma":[0.000031683667,0.000018745923,0.0050953473,0.00045929357,0.000038737468,0.00007779267,0.010305148,0.00037955138,0.00045856438,0.005372713,0.97768,0.0000824282],"about_ca_topic_score_codex":0.97427714,"about_ca_topic_score_gemma":0.9852181,"teacher_disagreement_score":0.96222985,"about_ca_system_score_codex":0.22300234,"about_ca_system_score_gemma":0.649762,"threshold_uncertainty_score":0.90120715},"labels":[],"label_agreement":null},{"id":"W4317734949","doi":"10.1057/s41599-023-01515-2","title":"The fate of bitumen: an exploratory study of national newspaper coverage of Alberta’s bitumen industry during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":4,"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; Professional Engineers Ontario","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Newspaper; Pandemic; Mainstream; Asphalt; Globe; Coronavirus disease 2019 (COVID-19); Political science; Engineering; Geography; Psychology; Archaeology; Medicine; Law","score_opus":0.26632539118564086,"score_gpt":0.4070907294444542,"score_spread":0.14076533825881332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317734949","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":[0.9731837,0.0009806633,0.00015702423,0.0032311594,0.000085899934,0.00005079046,0.0009986052,0.000012392857,0.021299738],"genre_scores_gemma":[0.9873032,0.0018192207,0.00029605802,0.0012565247,0.00006421826,0.00004031616,0.0004792183,0.000031091822,0.008710028],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979857,0.0005695892,0.00006942124,0.00014341473,0.00083631737,0.00039539285],"domain_scores_gemma":[0.9869076,0.0072637284,0.0015272734,0.00025364774,0.0032911426,0.00075656007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026297208,0.00028904813,0.00029640834,0.0036059993,0.008753303,0.004810611,0.0009664979,0.00085219025,0.0029841906],"category_scores_gemma":[0.009500087,0.00022516439,0.00011279727,0.007826897,0.004509294,0.0011737166,0.0017519873,0.0011860072,0.00024209291],"study_design_candidate":"observational","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":[0.0000961779,0.000038371076,0.04408661,0.00044406307,0.000022240727,0.0023633442,0.919968,0.0000965861,0.0020727476,0.0017385308,0.008468015,0.020605272],"study_design_scores_gemma":[0.000002960927,0.000020948686,0.068657845,0.00026695186,0.000024681323,0.00016242346,0.8899063,0.00010645358,0.00047684557,0.00015037165,0.040202245,0.000022006354],"about_ca_topic_score_codex":0.8810455,"about_ca_topic_score_gemma":0.9580806,"teacher_disagreement_score":0.11895448,"about_ca_system_score_codex":0.02840707,"about_ca_system_score_gemma":0.026941517,"threshold_uncertainty_score":0.23931003},"labels":[],"label_agreement":null},{"id":"W4318479599","doi":"10.1057/s41599-023-01534-z","title":"Career development of international medical graduates in Canada: status of the unmatched","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; Canadian Thoracic Society; Ontario Medical Association; Ontario Genomics; University of British Columbia; College of Physicians and Surgeons of Ontario; College of Veterinarians of British Columbia; Hospital for Sick Children; Alberta Medical Association; University of Toronto; Structural Genomics Consortium; St. Michael's Hospital","funders":"University of Toronto; Women's College Hospital","keywords":"Career development; Medical education; Position (finance); Work (physics); Career planning; Medical school; Medicine; Political science; Business","score_opus":0.28604146398839064,"score_gpt":0.4529778585211412,"score_spread":0.16693639453275055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318479599","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":[0.9917834,0.00085294474,0.0000670749,0.002119607,0.000046574954,0.00002665873,0.0008073455,0.0000055710843,0.004290811],"genre_scores_gemma":[0.9962011,0.0010276448,0.00017178174,0.0005598678,0.0000113705555,0.000014565008,0.00044614935,0.000005101796,0.0015624878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858415,0.000095670344,0.000051500145,0.00012772717,0.00035031486,0.0007906379],"domain_scores_gemma":[0.99277014,0.00025524775,0.00079746166,0.00007687541,0.0013744504,0.004725775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013116298,0.00018326449,0.00022579147,0.0013226414,0.004783753,0.0017224523,0.000866425,0.00036856555,0.003281158],"category_scores_gemma":[0.004036672,0.00017015528,0.00027111612,0.0024426884,0.000919827,0.0006488105,0.0022120976,0.0009827137,0.00022721705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009012649,0.00007626559,0.96282333,0.00009431655,0.000014649851,0.0003024826,0.00890654,0.00006207668,0.00027322856,0.0005134895,0.003342392,0.02350117],"study_design_scores_gemma":[0.0000056178133,0.000041037958,0.97134036,0.00015538766,0.0000091708325,0.000113580776,0.021367181,0.00018720678,0.00007012366,0.00008298351,0.0066061495,0.000021338854],"about_ca_topic_score_codex":0.9540313,"about_ca_topic_score_gemma":0.97985774,"teacher_disagreement_score":0.98589325,"about_ca_system_score_codex":0.014106742,"about_ca_system_score_gemma":0.05590996,"threshold_uncertainty_score":0.10235208},"labels":[],"label_agreement":null},{"id":"W4321374049","doi":"10.1057/s41599-023-01545-w","title":"Perspectives on socio-ecological studies in the Northern and Southern Hemispheres","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":3,"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 Nacional de Investigación y Desarrollo; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Geography; Southern Hemisphere; Ecology; Northern Hemisphere; Scopus; Environmental resource management; Political science; Environmental science; Biology","score_opus":0.15054120693603948,"score_gpt":0.33733615230027,"score_spread":0.1867949453642305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321374049","genre_codex":"review","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":[0.10941126,0.6807651,0.001762648,0.0429584,0.002513712,0.000076164295,0.002495309,0.00006165486,0.15995578],"genre_scores_gemma":[0.756267,0.22679377,0.0022193627,0.005276458,0.0033655227,0.0001632177,0.0013177673,0.00005525679,0.004541673],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98873156,0.0053817593,0.0012781171,0.0008096181,0.0025672303,0.0012316548],"domain_scores_gemma":[0.9433058,0.03554174,0.011159231,0.0015069445,0.005567813,0.0029184383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01717406,0.0005963177,0.0012252465,0.023149509,0.0023225094,0.014533086,0.000858894,0.0010896714,0.012423692],"category_scores_gemma":[0.025368989,0.00024058392,0.00086897984,0.036960155,0.003434962,0.004998071,0.0040769065,0.0010190391,0.00056702376],"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":[0.0008804553,0.0002042727,0.11377336,0.035227746,0.0023015104,0.003999895,0.06934635,0.0014684845,0.0037883574,0.2869246,0.045055684,0.43702936],"study_design_scores_gemma":[0.00010043182,0.00012207657,0.34231672,0.026850855,0.00075017003,0.0014745346,0.057709057,0.00041674523,0.0007088686,0.045851268,0.5236053,0.00009396694],"about_ca_topic_score_codex":0.013296178,"about_ca_topic_score_gemma":0.011652105,"teacher_disagreement_score":0.023149509,"about_ca_system_score_codex":0.0057334504,"about_ca_system_score_gemma":0.0074230414,"threshold_uncertainty_score":0.09082621},"labels":[],"label_agreement":null},{"id":"W4323356361","doi":"10.1057/s41599-023-01572-7","title":"Adapting to a new home: resettlement and mental health service experiences of immigrant and refugee youth in Montreal","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Mental health; Refugee; Ethnic group; Immigration; Service provider; Service (business); Cultural competence; Public relations; Mental health service; Nursing; Psychology; Political science; Medicine; Business; Psychiatry; Pedagogy; Marketing","score_opus":0.17490795055329716,"score_gpt":0.4015617766670718,"score_spread":0.22665382611377466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323356361","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":[0.997018,0.00038146658,0.000046474535,0.0007706337,0.000017322664,0.000030658935,0.000074543896,0.0000066430866,0.0016543105],"genre_scores_gemma":[0.9978485,0.00051780336,0.00009718001,0.00026162894,0.000005204919,0.000021925713,0.000046854904,0.0000055830988,0.0011952667],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879634,0.00035709047,0.00003242771,0.00006114812,0.00015995048,0.0005931455],"domain_scores_gemma":[0.9987349,0.00014026536,0.00016196554,0.000025526491,0.0002538773,0.0006835874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013806926,0.0004968011,0.0005782168,0.0008789297,0.012691421,0.0028936039,0.0014018713,0.0007355889,0.0025583045],"category_scores_gemma":[0.0024389094,0.000381742,0.00042328352,0.0014551302,0.0045068245,0.0011334993,0.0048598773,0.0017847735,0.00013947852],"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":[0.00008554505,0.00009300432,0.087782025,0.00015044984,0.00003262247,0.0026431084,0.89267564,0.00010975929,0.0008943162,0.0007429909,0.0027486838,0.0120418435],"study_design_scores_gemma":[0.0000033798935,0.000050227478,0.053793017,0.00007486656,0.000010896299,0.00019271484,0.9415966,0.000036970345,0.00007943357,0.000030145326,0.0041070995,0.000024681216],"about_ca_topic_score_codex":0.92450815,"about_ca_topic_score_gemma":0.980793,"teacher_disagreement_score":0.075491846,"about_ca_system_score_codex":0.02201345,"about_ca_system_score_gemma":0.024263212,"threshold_uncertainty_score":0.15971947},"labels":[],"label_agreement":null},{"id":"W4366816458","doi":"10.1057/s41599-023-01645-7","title":"The factors associated with teachers’ job satisfaction and their impacts on students’ achievement: a review (2010–2021)","year":2023,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":72,"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":"Job satisfaction; Psychology; Empirical research; China; Student achievement; Presentation (obstetrics); Job attitude; Job performance; Academic achievement; Mathematics education; Medical education; Political science; Social psychology; Medicine; Mathematics","score_opus":0.4069041425825951,"score_gpt":0.437540315263488,"score_spread":0.030636172680892915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366816458","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":[0.0030416565,0.99649423,0.000039298848,0.00011953801,0.000048122918,0.000008358107,0.00008268855,0.000001813727,0.00016433859],"genre_scores_gemma":[0.02001202,0.9794174,0.00012255985,0.00010786255,0.00010186503,0.00002651109,0.00012677297,0.0000014405234,0.00008361555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988255,0.00026909632,0.00043364652,0.00014490432,0.00027400182,0.000052910593],"domain_scores_gemma":[0.9944396,0.003282843,0.0013552463,0.00006787984,0.00071866164,0.0001357916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020042516,0.00071719097,0.002080428,0.0061483574,0.0004054698,0.0016037646,0.00077731005,0.0008721178,0.0022303252],"category_scores_gemma":[0.0044401707,0.00047024133,0.0022975982,0.0071942816,0.00051928975,0.0011159951,0.00059338455,0.0007171052,0.00028025266],"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":[0.0006692322,0.0003556636,0.047441218,0.27173382,0.0068843733,0.00044935892,0.0006943478,0.0002661466,0.0005678021,0.00055513956,0.008808129,0.66157466],"study_design_scores_gemma":[0.00026502265,0.0012786767,0.5395103,0.25067583,0.032878757,0.005077533,0.0032450869,0.0007183807,0.0012804253,0.00081394496,0.16401869,0.00023746102],"about_ca_topic_score_codex":0.0045320056,"about_ca_topic_score_gemma":0.0072851274,"teacher_disagreement_score":0.0061483574,"about_ca_system_score_codex":0.00074185856,"about_ca_system_score_gemma":0.0020627603,"threshold_uncertainty_score":0.010599613},"labels":[],"label_agreement":null},{"id":"W4379469419","doi":"10.1057/s41599-023-01656-4","title":"Achieving stability and prosperity: The Chinese way","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; University of the Fraser Valley","funders":"","keywords":"Prosperity; State ownership; Corporate governance; Value (mathematics); Economics; State (computer science); Maximization; Test (biology); Mixed economy; Business; Market economy; Economic system; Microeconomics; Emerging markets; Finance; Economic growth","score_opus":0.12724468363864766,"score_gpt":0.28784296166665585,"score_spread":0.1605982780280082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379469419","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":[0.9936559,0.00035822592,0.00026561876,0.0013418793,0.000008077111,0.000008263325,0.00007088582,0.000004174746,0.004286955],"genre_scores_gemma":[0.9989316,0.00019149261,0.00010967338,0.000071099064,0.000007256427,0.0000032703226,0.000029553543,8.824033e-7,0.00065519894],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996228,0.0000693649,0.000030154237,0.000074445146,0.00009757123,0.000105553096],"domain_scores_gemma":[0.9993375,0.00011828104,0.00022276687,0.0000574434,0.00012105527,0.00014293511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000788825,0.00017992435,0.00029960522,0.000975296,0.0016744138,0.0014647746,0.00022878898,0.00024385934,0.0017630518],"category_scores_gemma":[0.00087371015,0.0001303965,0.00025102447,0.0021285173,0.0015740613,0.0008729546,0.0010668641,0.000333926,0.00006352316],"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":[0.0001644269,0.00013832381,0.8346957,0.00027121283,0.00025443197,0.0010162173,0.022570781,0.0025743898,0.004134033,0.06472722,0.002586087,0.06686723],"study_design_scores_gemma":[0.000014519113,0.00010956064,0.97008646,0.000070434005,0.00011247468,0.0001284375,0.0065740184,0.0033730534,0.0010103429,0.0091022905,0.009381999,0.00003638982],"about_ca_topic_score_codex":0.035735335,"about_ca_topic_score_gemma":0.051820755,"teacher_disagreement_score":0.035735335,"about_ca_system_score_codex":0.0017898942,"about_ca_system_score_gemma":0.0022966801,"threshold_uncertainty_score":0.0710547},"labels":[],"label_agreement":null},{"id":"W4380480931","doi":"10.1057/s41599-023-01834-4","title":"Measurement of the coupling coordination relationship between the structures of secondary vocational school programs and industries in China","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Grey System Theory Applications","field":"Decision Sciences","cited_by":13,"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":"National Social Science Fund of China","keywords":"Vocational education; China; Secondary sector of the economy; Sustainable development; Business; Quality (philosophy); Psychology; Mathematics education; Political science; Pedagogy; Economics; Physics; Economy","score_opus":0.43085945419764865,"score_gpt":0.40223219372889446,"score_spread":0.02862726046875419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380480931","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":[0.9964265,0.000031560012,0.00081335835,0.000025898096,0.0000019153078,0.00004641703,0.00011932818,0.000010195633,0.0025248323],"genre_scores_gemma":[0.99932027,0.00001532311,0.00036756587,0.0000020014086,9.2501614e-7,0.000020259597,0.00009269334,9.342844e-7,0.00017999944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748635,0.00051934074,0.0002551853,0.00037326282,0.0010896658,0.00027617277],"domain_scores_gemma":[0.9944642,0.001293412,0.0017788343,0.00030939892,0.0011371198,0.0010170456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021394794,0.0002813428,0.00029488065,0.005051335,0.000778557,0.0011020881,0.00059019605,0.0002512649,0.002040402],"category_scores_gemma":[0.0076804915,0.00023211294,0.00030468416,0.0061282883,0.000816386,0.00074879144,0.0019847816,0.00025892237,0.00011319098],"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":[0.0000388119,0.00006190063,0.96757966,0.000087632376,0.000048888392,0.00007385877,0.0026267131,0.0025838094,0.0010480472,0.0012307905,0.00023833674,0.024381522],"study_design_scores_gemma":[0.0000028827662,0.000034897897,0.9954893,0.0000124187,0.000013462859,0.000012166079,0.0012624057,0.0024401643,0.00017895972,0.00017605654,0.00037132838,0.0000058787177],"about_ca_topic_score_codex":0.036876593,"about_ca_topic_score_gemma":0.035669513,"teacher_disagreement_score":0.036876593,"about_ca_system_score_codex":0.0038064213,"about_ca_system_score_gemma":0.0044465363,"threshold_uncertainty_score":0.073323905},"labels":[],"label_agreement":null},{"id":"W4380991631","doi":"10.1057/s41599-023-01756-1","title":"Co-management for sustainable development and conservation in Sanjiangyuan National Park and the surrounding Tibetan nomadic pastoralist areas","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":23,"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; University of Alberta","funders":"Chinese Academy of Sciences","keywords":"Livelihood; National park; Geography; Sustainable development; Pastoralism; Environmental resource management; China; Environmental planning; Natural resource management; Sustainable management; Community-based conservation; Natural resource; Political science; Sustainability; Livestock; Ecology; Agriculture; Forestry","score_opus":0.08952921085352408,"score_gpt":0.30238312921368554,"score_spread":0.21285391836016146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380991631","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":[0.990101,0.0014929645,0.00045214558,0.00053073786,0.000018937482,0.0000606783,0.00004573495,0.0000036915717,0.0072941883],"genre_scores_gemma":[0.9986602,0.00036858633,0.0003698732,0.000037010548,0.0000073072265,0.00003188401,0.0000312175,4.845364e-7,0.0004934512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999503,0.0002933844,0.000022540591,0.000038178936,0.000058078283,0.000084877116],"domain_scores_gemma":[0.99940073,0.00016902425,0.00011666671,0.000018503453,0.00008953051,0.00020557336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015080674,0.00013471514,0.00009284691,0.0006995972,0.001818897,0.0012191905,0.00037221092,0.0001945822,0.001935997],"category_scores_gemma":[0.00088890665,0.000055418124,0.00009867584,0.0010358277,0.0005990898,0.0005512709,0.0011881912,0.00021461397,0.000049739287],"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":[0.00012574893,0.0005797855,0.62936723,0.0015075007,0.0001192385,0.0032749777,0.10654218,0.0010320921,0.003292419,0.010473498,0.004059158,0.23962621],"study_design_scores_gemma":[0.000030146179,0.00037258503,0.6916316,0.0007094034,0.000080091675,0.0005424566,0.26594856,0.0026119966,0.00044506512,0.0022673625,0.0353331,0.000027642855],"about_ca_topic_score_codex":0.01413229,"about_ca_topic_score_gemma":0.051356383,"teacher_disagreement_score":0.01413229,"about_ca_system_score_codex":0.001194495,"about_ca_system_score_gemma":0.0028733215,"threshold_uncertainty_score":0.028100073},"labels":[],"label_agreement":null},{"id":"W4382502880","doi":"10.1057/s41599-023-01733-8","title":"Capacity development for knowledge mobilization: a scoping review of the concepts and practices","year":2023,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Incentive; Capacity building; Thematic analysis; Grey literature; Psychological intervention; Process (computing); Knowledge management; Psychology; Political science; Sociology; Computer science; Qualitative research; MEDLINE; Social science","score_opus":0.7342057566595254,"score_gpt":0.48999581639272904,"score_spread":0.24420994026679632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382502880","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":[0.0031861449,0.9739429,0.0050540925,0.0075410763,0.0007220853,0.0015801317,0.00028351878,0.00003865245,0.007651329],"genre_scores_gemma":[0.02981148,0.95389056,0.011384028,0.0011226897,0.00017179624,0.0027501243,0.00033321488,0.000030498926,0.00050562486],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.92331725,0.033348627,0.023066148,0.0028522469,0.01617603,0.0012396758],"domain_scores_gemma":[0.67825973,0.26269013,0.017684765,0.0058491835,0.034133427,0.0013827209],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.10749986,0.0020730253,0.0042171553,0.066106305,0.004794521,0.013294013,0.0038167904,0.0048014675,0.002693895],"category_scores_gemma":[0.20825467,0.0023249392,0.004456646,0.067397036,0.0081689535,0.013633636,0.007470749,0.004644861,0.00069485855],"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":[0.00008274027,0.00011594582,0.0024790452,0.36179727,0.0006922012,0.0006382764,0.02422399,0.0012060225,0.00062189304,0.030127576,0.0130760465,0.56493914],"study_design_scores_gemma":[0.000013337419,0.00005602671,0.0018548368,0.8880339,0.00062984147,0.00035223685,0.010447208,0.0003941733,0.00033918975,0.0056814,0.092140146,0.000057747275],"about_ca_topic_score_codex":0.014796712,"about_ca_topic_score_gemma":0.023328576,"teacher_disagreement_score":0.89250016,"about_ca_system_score_codex":0.01636151,"about_ca_system_score_gemma":0.0856959,"threshold_uncertainty_score":0.5685204},"labels":[],"label_agreement":null},{"id":"W4383753657","doi":"10.1057/s41599-023-01902-9","title":"The contributions of neighbourhood design in promoting metabolic health","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":8,"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 Calgary; Alberta Health Services","funders":"Alberta Cancer Foundation; Canadian Institutes of Health Research; Japan Society for the Promotion of Science; Health Canada; Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Neighbourhood (mathematics); Waist; Metabolic syndrome; Built environment; Environmental health; Odds ratio; Odds; Demography; Medicine; Confidence interval; Gerontology; Geography; Body mass index; Ecology; Obesity; Mathematics; Biology; Internal medicine; Logistic regression; Sociology","score_opus":0.1478397321423818,"score_gpt":0.3513558777867866,"score_spread":0.20351614564440482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383753657","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":[0.9657412,0.007422049,0.0038823443,0.000979094,0.00019032543,0.00008529041,0.00049012486,0.00005615353,0.021153301],"genre_scores_gemma":[0.99727947,0.0006505872,0.0012668299,0.00003580071,0.00001877338,0.000013909317,0.00007282293,0.0000060889915,0.0006558233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990464,0.0005858576,0.000047163165,0.000089580055,0.00013208453,0.000098893455],"domain_scores_gemma":[0.99795353,0.0006465467,0.00043791183,0.00018811034,0.00031089844,0.00046307634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150066,0.0002955877,0.00038983347,0.00061064673,0.0010410462,0.001949751,0.00052542303,0.00043119251,0.0045901993],"category_scores_gemma":[0.0056365184,0.0001992857,0.00057024753,0.00061309605,0.00047017587,0.00052607956,0.0014047413,0.00029965007,0.00029833734],"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":[0.0015055569,0.0011176751,0.79211485,0.001228081,0.001053641,0.0006448681,0.0030200707,0.004674373,0.0029224614,0.007341267,0.002277876,0.18209927],"study_design_scores_gemma":[0.000062105246,0.00069593225,0.97549236,0.0005377658,0.00047084055,0.00029634772,0.002882473,0.0023813439,0.00041565762,0.006619851,0.010097731,0.000047744335],"about_ca_topic_score_codex":0.018515907,"about_ca_topic_score_gemma":0.042350914,"teacher_disagreement_score":0.018515907,"about_ca_system_score_codex":0.000981112,"about_ca_system_score_gemma":0.001264124,"threshold_uncertainty_score":0.0368163},"labels":[],"label_agreement":null},{"id":"W4384828046","doi":"10.1057/s41599-023-01931-4","title":"Using a forced aligner for prosody research","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":4,"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":"Georgia Institute of Technology","keywords":"Computer science; Prosody; Mandarin Chinese; Syllable; Phrase; Natural language processing; Speech recognition; Sentence; Annotation; Artificial intelligence; Linguistics","score_opus":0.7762389046443241,"score_gpt":0.5030580593464857,"score_spread":0.27318084529783837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384828046","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08689433,0.00045237463,0.8823618,0.00024359509,0.00039014433,0.0005523437,0.0022739896,0.021446468,0.005384908],"genre_scores_gemma":[0.18503292,0.00009687013,0.8083236,0.00013813212,0.000055162884,0.0004894239,0.0014626877,0.001937679,0.002463527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707806,0.00084930024,0.00027309914,0.0009581505,0.0007172473,0.0001242059],"domain_scores_gemma":[0.9923219,0.0032311094,0.0005190199,0.0014463657,0.0022869362,0.00019455138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034013093,0.0012966637,0.00059424003,0.001607407,0.0009050735,0.0012159315,0.0011844909,0.0011661947,0.015070292],"category_scores_gemma":[0.012547017,0.00043923684,0.00062728015,0.0011694239,0.00062842487,0.0015924892,0.0011791943,0.0009144533,0.004651115],"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":[0.0010206647,0.00011225561,0.003949708,0.00065670075,0.00013871056,0.0006874799,0.0014372955,0.004096799,0.46789643,0.0023926233,0.006880072,0.5107312],"study_design_scores_gemma":[0.00020939574,0.0010853455,0.024379738,0.00014869792,0.00019659582,0.0015608822,0.0012436203,0.1998671,0.7125834,0.004724013,0.05364747,0.00035376346],"about_ca_topic_score_codex":0.0022289783,"about_ca_topic_score_gemma":0.003675775,"teacher_disagreement_score":0.015070292,"about_ca_system_score_codex":0.00049541786,"about_ca_system_score_gemma":0.0010004324,"threshold_uncertainty_score":0.05041516},"labels":[],"label_agreement":null},{"id":"W4385379783","doi":"10.1057/s41599-023-01944-z","title":"The cascade influence of grain trade shocks on countries in the context of the Russia-Ukraine conflict","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":41,"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":"National Social Science Fund of China; National Natural Science Foundation of China","keywords":"Context (archaeology); Shock (circulatory); International trade; Supply shock; Economics; Exploit; Business; International economics; Geography; Development economics; Monetary economics","score_opus":0.07676492330081704,"score_gpt":0.28749775824354684,"score_spread":0.21073283494272982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385379783","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":[0.9981665,0.00007279447,0.0005492198,0.00009419182,0.0000042958836,0.0000058862024,0.00019680147,0.000009992554,0.0009002704],"genre_scores_gemma":[0.9996505,0.00004851695,0.00009320467,0.0000048531833,0.0000010531548,0.0000021799642,0.000096325486,0.0000013428782,0.00010210041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996049,0.00015988755,0.00002830107,0.00006588013,0.000037640144,0.000103345534],"domain_scores_gemma":[0.99877495,0.00041182392,0.00045072456,0.000083322884,0.00015137042,0.00012782324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000711251,0.00029238354,0.00026849282,0.0011562604,0.0005224822,0.0016791926,0.00032502066,0.0003694107,0.001844545],"category_scores_gemma":[0.0030107284,0.00021036151,0.0005013613,0.0013586798,0.00047251064,0.00089577347,0.0013761858,0.0006137953,0.0001628002],"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":[0.00019744589,0.00007750098,0.8081595,0.00005144651,0.00027536871,0.0021714887,0.0007263598,0.17378446,0.00088249776,0.0048184395,0.00079021684,0.008065279],"study_design_scores_gemma":[0.000025686053,0.00017612019,0.6621941,0.000087589004,0.0002330338,0.0005049953,0.0060836026,0.31924266,0.001181533,0.008229063,0.001976059,0.00006558287],"about_ca_topic_score_codex":0.033203647,"about_ca_topic_score_gemma":0.01584525,"teacher_disagreement_score":0.033203647,"about_ca_system_score_codex":0.0012598303,"about_ca_system_score_gemma":0.00069160876,"threshold_uncertainty_score":0.06602079},"labels":[],"label_agreement":null},{"id":"W4385490398","doi":"10.1057/s41599-023-01960-z","title":"Variations in racial and ethnic groups’ trust in researchers associated with willingness to participate in research","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":16,"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 of Aging","funders":"National Institute on Aging; National Institutes of Health","keywords":"Ethnic group; Health equity; Equity (law); Psychology; Likert scale; Transparency (behavior); Social psychology; Medicine; Political science; Developmental psychology; Public health; Nursing","score_opus":0.955017607525326,"score_gpt":0.6911777983736059,"score_spread":0.2638398091517201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385490398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896896,0.00005496401,0.00008345708,0.00014207662,0.00000492367,0.000013223153,0.0000699182,0.0000011843659,0.0006612671],"genre_scores_gemma":[0.99972874,0.0000174427,0.00006640589,0.000045637706,0.0000027247604,0.000012242828,0.000044789318,0.0000010697765,0.00008092374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99623704,0.0018333344,0.0005331696,0.00040885343,0.00050930935,0.0004783209],"domain_scores_gemma":[0.98068833,0.005634966,0.009253825,0.0013965012,0.0013236866,0.0017026153],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004551272,0.00011277415,0.00017895782,0.00070379337,0.00077771384,0.00083371997,0.00036967563,0.00050228764,0.0021229852],"category_scores_gemma":[0.020078909,0.00019424946,0.00039975386,0.00078716164,0.0006045785,0.00064750656,0.0009400841,0.00072030723,0.00020848773],"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":[0.000104703846,0.000052718337,0.9957098,0.00000746261,0.000036433266,0.00004609454,0.0017835668,0.000020411382,0.0001358445,0.00006501526,0.00015048293,0.0018874545],"study_design_scores_gemma":[0.0000037771363,0.000039039936,0.99739444,0.000010102185,0.000010738993,0.000063312254,0.0019876333,0.0001370783,0.0000611745,0.00007256647,0.00021495303,0.000005077552],"about_ca_topic_score_codex":0.010815989,"about_ca_topic_score_gemma":0.020249175,"teacher_disagreement_score":0.9954487,"about_ca_system_score_codex":0.00052488444,"about_ca_system_score_gemma":0.0005534798,"threshold_uncertainty_score":0.024069726},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4385567980","doi":"10.1057/s41599-023-01965-8","title":"Countering the “wrong story”: a Participatory Action Research approach to developing COVID-19 vaccine information videos with First Nations leaders in Australia","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":12,"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":"Menzies School of Health Research","keywords":"Social media; Misinformation; Government (linguistics); Public relations; Participatory action research; Popularity; Political science; Citizen journalism; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Sociology","score_opus":0.7512832823986203,"score_gpt":0.511564665762694,"score_spread":0.2397186166359263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385567980","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":[0.87981486,0.00072695245,0.047188397,0.015988952,0.00042500452,0.03318186,0.00019966261,0.0001707432,0.02230359],"genre_scores_gemma":[0.8989405,0.00064531347,0.07236572,0.0026911534,0.00007214376,0.019357318,0.00009227751,0.00007294365,0.0057626655],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.86977136,0.11826864,0.0013420597,0.0033673544,0.0022145654,0.0050359573],"domain_scores_gemma":[0.8710339,0.10332196,0.0043684863,0.004342095,0.007258517,0.009675103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13633816,0.0017584899,0.0013236961,0.003311305,0.020757914,0.008460075,0.0052409517,0.0038618043,0.00608285],"category_scores_gemma":[0.08762391,0.0015539179,0.0013488393,0.0013937306,0.018012227,0.007656797,0.019504953,0.0070625613,0.00086301594],"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":[0.0001819633,0.0019165062,0.0020823574,0.0008849606,0.000023322042,0.0008920868,0.9544864,0.0005315504,0.0015247593,0.005949963,0.001673712,0.02985237],"study_design_scores_gemma":[0.00044716912,0.0018234871,0.0026757629,0.0015542173,0.00007883337,0.00023432255,0.9417169,0.0024546362,0.0023850931,0.011127996,0.03539386,0.000107706306],"about_ca_topic_score_codex":0.008606621,"about_ca_topic_score_gemma":0.017347526,"teacher_disagreement_score":0.13633816,"about_ca_system_score_codex":0.010621669,"about_ca_system_score_gemma":0.030265864,"threshold_uncertainty_score":0.7210337},"labels":[],"label_agreement":null},{"id":"W4385581948","doi":"10.1057/s41599-023-01961-y","title":"The impact of non-communicable chronic diseases on the earned income of working age Chinese residents","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Propensity score matching; China; Wage; Demographic economics; Confounding; Matching (statistics); Panel data; Economics; Medicine; Demography; Socioeconomics; Labour economics; Geography; Internal medicine; Sociology","score_opus":0.271207076158283,"score_gpt":0.4811014225052687,"score_spread":0.20989434634698573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385581948","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":[0.99895084,0.000078798184,0.000076754455,0.00006226486,0.000008770078,0.000006192964,0.00046536335,0.0000015087012,0.00034953962],"genre_scores_gemma":[0.9993332,0.000027591244,0.000034002507,0.0000131366405,0.000004109764,0.0000054576426,0.0003064729,7.3892585e-7,0.0002753637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993748,0.00014713424,0.00006727488,0.00011063904,0.00011502424,0.00018518484],"domain_scores_gemma":[0.99843436,0.00025984147,0.0005493719,0.00022213635,0.00024053991,0.00029363864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014284722,0.00026958168,0.00028626068,0.0008873317,0.000530209,0.0005802717,0.00041635535,0.00023822804,0.0018479668],"category_scores_gemma":[0.0030561904,0.00015355463,0.00081593957,0.0011055656,0.00031566163,0.00038156935,0.00074617367,0.0004342046,0.00018441932],"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":[0.00004588415,0.000024864265,0.9982493,0.0000070606948,0.0000963221,0.00003055197,0.00008224226,0.00007653067,0.00006769665,0.000045239518,0.00007272002,0.0012016364],"study_design_scores_gemma":[0.0000011447866,0.00001405606,0.9995384,0.0000026259888,0.000024817697,0.000010702836,0.00009543492,0.00018886909,0.000028149881,0.000021044576,0.000073237214,0.0000014452424],"about_ca_topic_score_codex":0.02962692,"about_ca_topic_score_gemma":0.036545314,"teacher_disagreement_score":0.02962692,"about_ca_system_score_codex":0.000645941,"about_ca_system_score_gemma":0.00079477584,"threshold_uncertainty_score":0.05890894},"labels":[],"label_agreement":null},{"id":"W4385685751","doi":"10.1057/s41599-023-01972-9","title":"Compartmentalizing Indigenous knowledge(s): binary framing and cognitive imperialism in social studies curriculum","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Educator Training and Historical Pedagogy","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":"Queen's University","funders":"","keywords":"Framing (construction); Curriculum; Indigenous; Sociology; Indigenous education; Commission; Cognition; Neutrality; Political science; Environmental ethics; Pedagogy; Psychology; Law; Geography; Ecology","score_opus":0.44425600786607106,"score_gpt":0.4949300309707043,"score_spread":0.05067402310463326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385685751","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":[0.9437458,0.00018933477,0.0038782675,0.003727416,0.000027533508,0.0001250942,0.000048210357,0.000015256621,0.04824312],"genre_scores_gemma":[0.99795973,0.000037950373,0.00057301903,0.00007194699,0.0000026289192,0.000019547775,0.000009274559,0.00000495891,0.0013208365],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99119216,0.004976624,0.00024812564,0.0004331149,0.0017880915,0.0013618451],"domain_scores_gemma":[0.9911971,0.0048636836,0.0011362238,0.00060612615,0.0010562849,0.0011405882],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007927596,0.00024050157,0.0003525134,0.0017841825,0.010402103,0.0065789083,0.0014410788,0.0007012676,0.0031016674],"category_scores_gemma":[0.01481193,0.0002478971,0.00022095475,0.0017663201,0.031512547,0.0026202942,0.008498733,0.0020109133,0.00009524602],"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":[0.000022588594,0.00003587423,0.009959835,0.00011551697,0.0000053646067,0.00036641228,0.9149788,0.00016351954,0.0009784254,0.060177255,0.0006669711,0.012529351],"study_design_scores_gemma":[0.000008517273,0.000031160627,0.017541433,0.00029892343,0.000012448373,0.00015554317,0.92352676,0.00042793533,0.000710858,0.013368014,0.043886658,0.000031743806],"about_ca_topic_score_codex":0.28111887,"about_ca_topic_score_gemma":0.4533723,"teacher_disagreement_score":0.9895979,"about_ca_system_score_codex":0.029226579,"about_ca_system_score_gemma":0.034491498,"threshold_uncertainty_score":0.55896515},"labels":[],"label_agreement":null},{"id":"W4385952733","doi":"10.1057/s41599-023-01999-y","title":"Age-related bias and artificial intelligence: a scoping review","year":2023,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; Jewish General Hospital; Public Health Ontario; Transport Canada; Toronto Rehabilitation Institute; Mila - Quebec Artificial Intelligence Institute; University Health Network; University of Toronto; MacEwan University; McGill University; Athabasca University","funders":"","keywords":"Artificial intelligence; Grey literature; Gender bias; Computer science; Machine learning; Psychology; Selection bias; Data science; Social psychology; MEDLINE; Political science; Medicine","score_opus":0.8835391428624496,"score_gpt":0.5848258020078393,"score_spread":0.2987133408546103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385952733","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":[0.0004250846,0.99773467,0.00018104099,0.000634554,0.00018901145,0.00012949415,0.00009578351,0.0000047769463,0.00060554425],"genre_scores_gemma":[0.005705857,0.9924845,0.0005433168,0.00056241977,0.00010877959,0.00033987712,0.000100432706,0.0000041808703,0.00015054106],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9855993,0.0051356917,0.0048059514,0.0008331667,0.003205413,0.0004205385],"domain_scores_gemma":[0.88769346,0.09154445,0.009431867,0.0011989558,0.009575844,0.00055540865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016163204,0.0013615004,0.0042898697,0.029972458,0.001457095,0.005391401,0.0019468904,0.003794223,0.0056218593],"category_scores_gemma":[0.08958974,0.0011921807,0.0038889642,0.027259497,0.0021031727,0.005059914,0.0028551081,0.0020436174,0.00071066566],"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":[0.00008543512,0.000033945096,0.0006534935,0.8368022,0.0010816322,0.00028566655,0.0013594754,0.00029322595,0.00024615065,0.004107203,0.006238061,0.14881364],"study_design_scores_gemma":[0.000013103138,0.00003965187,0.0008906799,0.956497,0.001981914,0.00026867734,0.0006302914,0.00006355572,0.00009780372,0.0009657415,0.038534198,0.00001731218],"about_ca_topic_score_codex":0.009121762,"about_ca_topic_score_gemma":0.017309006,"teacher_disagreement_score":0.029972458,"about_ca_system_score_codex":0.007582292,"about_ca_system_score_gemma":0.02062488,"threshold_uncertainty_score":0.08548021},"labels":[],"label_agreement":null},{"id":"W4386244900","doi":"10.1057/s41599-023-02053-7","title":"Benjamin Zephaniah’s dub poetry and its appeal to children: an ecocritical reading","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","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":"Poetry; Literature; Performative utterance; Rhetorical question; Anthropocentrism; Style (visual arts); Reading (process); Art; Ecocriticism; Politics; Philosophy; Aesthetics; Environmental ethics; Linguistics; Law","score_opus":0.16983785456449954,"score_gpt":0.3308739331742506,"score_spread":0.16103607860975108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386244900","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":[0.8743749,0.0012982275,0.0009728858,0.0026160656,0.00006596703,0.000026136204,0.000034334855,0.000020323181,0.1205911],"genre_scores_gemma":[0.99228024,0.00032854773,0.00032789662,0.0001174584,0.000012955645,0.000011818725,0.0000075207968,0.0000138468795,0.006899692],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953496,0.00024281458,0.0000089913865,0.000042136657,0.00009680323,0.00007439098],"domain_scores_gemma":[0.9992048,0.0004609926,0.00010904406,0.000038540482,0.00009710722,0.00008961272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008186833,0.00028927642,0.00026115173,0.0009891145,0.0043681497,0.0029207268,0.00024026344,0.0005733928,0.00328898],"category_scores_gemma":[0.002177672,0.00015849606,0.000079874524,0.00049169915,0.0090912385,0.0013371283,0.002303265,0.001538629,0.00023556712],"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":[0.00008173815,0.00003293933,0.009231912,0.00013003404,0.000004926847,0.0019122326,0.91367537,0.00004806669,0.005400826,0.050980072,0.0027297353,0.015772069],"study_design_scores_gemma":[0.000008810185,0.0000837991,0.046495814,0.00038470884,0.0000118841635,0.0026230225,0.71400195,0.00014479435,0.0026017092,0.0061900346,0.22742455,0.000028963093],"about_ca_topic_score_codex":0.015891626,"about_ca_topic_score_gemma":0.03778442,"teacher_disagreement_score":0.015891626,"about_ca_system_score_codex":0.002336125,"about_ca_system_score_gemma":0.0010337204,"threshold_uncertainty_score":0.03159821},"labels":[],"label_agreement":null},{"id":"W4386468040","doi":"10.1057/s41599-023-02013-1","title":"Connections between family violence and violence in the public sphere in Afghanistan","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Intimate Partner and Family Violence","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":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Domestic violence; Psychosocial; Psychology; Public health; Clinical psychology; Psychiatry; Poison control; Suicide prevention; Medicine; Nursing; Medical emergency","score_opus":0.22241911499672876,"score_gpt":0.386931537599996,"score_spread":0.16451242260326723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386468040","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":[0.9953949,0.0006184588,0.000036854337,0.0013393586,0.000011093649,0.0000036443023,0.000015976286,0.0000014307528,0.0025783535],"genre_scores_gemma":[0.99969184,0.00016900175,0.000009864279,0.000039783725,0.0000044029234,0.0000016241164,0.000004133077,1.8200649e-7,0.00007919812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989484,0.00055849267,0.00003518607,0.000042275948,0.00011255656,0.00030325566],"domain_scores_gemma":[0.99820197,0.00064406416,0.000641104,0.00003666353,0.00016017928,0.00031594772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007673008,0.00012359099,0.00015447808,0.001156771,0.003994763,0.0018692244,0.00029629507,0.0003657992,0.0041157007],"category_scores_gemma":[0.003021755,0.0001260741,0.00011347953,0.0013086274,0.0020668604,0.00079061755,0.0017616182,0.0007669115,0.000089221285],"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":[0.000053383945,0.000208357,0.803747,0.00009701428,0.00004469448,0.0021220292,0.1583588,0.00015463753,0.00028672678,0.0030226503,0.0016451819,0.0302595],"study_design_scores_gemma":[0.0000044013577,0.00006491991,0.52421904,0.00022457608,0.000015814356,0.001912687,0.46675456,0.00018540413,0.00009199135,0.0014475356,0.005062293,0.00001677202],"about_ca_topic_score_codex":0.0506224,"about_ca_topic_score_gemma":0.06144623,"teacher_disagreement_score":0.0506224,"about_ca_system_score_codex":0.002547343,"about_ca_system_score_gemma":0.0024435879,"threshold_uncertainty_score":0.100655496},"labels":[],"label_agreement":null},{"id":"W4386543135","doi":"10.1057/s41599-023-02038-6","title":"Building the bioethics tools of a community council to the future: the ecosystemic gap","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":10,"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","funders":"","keywords":"Bioethics; Environmental ethics; Context (archaeology); Bridge (graph theory); Sociology; Bridging (networking); Argument (complex analysis); Political science; Public relations; Law; Medicine; Biology","score_opus":0.5575204623264418,"score_gpt":0.43256282347751457,"score_spread":0.12495763884892724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386543135","genre_codex":"commentary","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":[0.004325768,0.02884993,0.018293768,0.9199055,0.004993606,0.00011053317,0.000041427094,0.00009683131,0.023382712],"genre_scores_gemma":[0.4978175,0.04153904,0.0638537,0.38012704,0.00596511,0.0010540206,0.00020051788,0.00023654442,0.009206477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8796722,0.10244182,0.0028786247,0.0034272177,0.009096053,0.0024839684],"domain_scores_gemma":[0.7580824,0.17936379,0.008118676,0.016017608,0.022426689,0.015990809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13059227,0.00068393635,0.0013802719,0.003463308,0.010908978,0.026559679,0.0047330973,0.017372277,0.006471698],"category_scores_gemma":[0.11444771,0.00058595196,0.0010939555,0.002759376,0.052847307,0.033592723,0.018847117,0.024327744,0.0010828128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026189824,0.00012802823,0.0005996103,0.0011894656,0.000033347234,0.00026528572,0.025765138,0.00045588028,0.00031149853,0.8381849,0.06427067,0.06877006],"study_design_scores_gemma":[0.000018741908,0.000040292674,0.0005358617,0.007215046,0.000015505495,0.00017080469,0.020144127,0.0004760411,0.00022876215,0.51455665,0.45654628,0.00005183114],"about_ca_topic_score_codex":0.005017628,"about_ca_topic_score_gemma":0.005018823,"teacher_disagreement_score":0.13059227,"about_ca_system_score_codex":0.013088494,"about_ca_system_score_gemma":0.062422372,"threshold_uncertainty_score":0.6906462},"labels":[],"label_agreement":null},{"id":"W4386956386","doi":"10.1057/s41599-023-02089-9","title":"Collective action improves elite-driven governance in rural development within China","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"China's Socioeconomic Reforms and Governance","field":"Social 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 Victoria","funders":"Government of Jiangsu Province; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Collective action; Elite; Corporate governance; Political science; Sustainable development; Economic growth; Politics; Economic system; Development economics; Political economy; Economics","score_opus":0.09777246826477502,"score_gpt":0.3390621168749874,"score_spread":0.24128964861021235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386956386","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":[0.9835381,0.00011760803,0.0020877272,0.0005759882,0.000011385625,0.000054525324,0.000034933935,0.000031555905,0.013548187],"genre_scores_gemma":[0.99909663,0.000023792507,0.00020684983,0.000016962631,0.000002964126,0.0000072994408,0.000010795223,0.0000012236795,0.00063351274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883026,0.0004096527,0.000046423607,0.00018923325,0.00015197782,0.00037243887],"domain_scores_gemma":[0.9984736,0.0002757528,0.0003773237,0.00017020878,0.00023234604,0.0004707595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026385079,0.00018601902,0.00022509697,0.001123679,0.0020384795,0.0015860052,0.0004543073,0.00029266885,0.004093542],"category_scores_gemma":[0.0027453066,0.00010718836,0.00019651139,0.0009944201,0.0022026005,0.00096581795,0.0024811293,0.00028463354,0.00012420665],"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":[0.00018905225,0.0005458582,0.67862576,0.00044001956,0.00015116711,0.00073877815,0.033668537,0.011234118,0.0081970105,0.06986258,0.0044139437,0.19193316],"study_design_scores_gemma":[0.000051315856,0.00027155824,0.93024594,0.00009147203,0.00007805162,0.00004680992,0.015520141,0.011230016,0.0010693802,0.018877996,0.022487402,0.000029905766],"about_ca_topic_score_codex":0.018324187,"about_ca_topic_score_gemma":0.03754961,"teacher_disagreement_score":0.018324187,"about_ca_system_score_codex":0.0035848473,"about_ca_system_score_gemma":0.0049212,"threshold_uncertainty_score":0.036435068},"labels":[],"label_agreement":null},{"id":"W4387568360","doi":"10.1057/s41599-023-02109-8","title":"Bibliometric analysis of willingness to communicate in the English as a second language (ESL) context","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":10,"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":"China; Context (archaeology); Willingness to communicate; Citation; Beijing; Thematic analysis; Political science; Library science; Regional science; Social science; Geography; Psychology; Sociology; Qualitative research; Computer science; Social psychology","score_opus":0.1474462717913809,"score_gpt":0.34423037352521485,"score_spread":0.19678410173383395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387568360","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":[0.88130116,0.020972913,0.002624125,0.0021054684,0.00027833623,0.0005703072,0.030171674,0.0002956337,0.061680432],"genre_scores_gemma":[0.97955704,0.007218248,0.0018480343,0.000102277234,0.0002689137,0.00038843852,0.008712301,0.000030068133,0.0018746856],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98809904,0.0025230509,0.0025028468,0.0007928271,0.005660344,0.00042197134],"domain_scores_gemma":[0.9488152,0.023827573,0.013131739,0.001581072,0.011704927,0.00093943527],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005502624,0.00045722307,0.001178649,0.09561621,0.0011025702,0.004858386,0.0007924719,0.00067453046,0.0051830555],"category_scores_gemma":[0.04303301,0.00015828492,0.0009882071,0.13393079,0.0008087584,0.0036075707,0.0022664475,0.00048751707,0.0009302089],"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":[0.00025803276,0.00029272868,0.7007817,0.014747642,0.0013288754,0.0012482188,0.013896038,0.0018102685,0.0024656234,0.010771866,0.020388953,0.23201005],"study_design_scores_gemma":[0.000025715492,0.00014444362,0.9139613,0.001771759,0.0007638227,0.0010455233,0.020997252,0.0030838395,0.0014183199,0.0034923675,0.05319348,0.00010223879],"about_ca_topic_score_codex":0.004295087,"about_ca_topic_score_gemma":0.003945716,"teacher_disagreement_score":0.9043838,"about_ca_system_score_codex":0.0020826852,"about_ca_system_score_gemma":0.0023911314,"threshold_uncertainty_score":0.029101014},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4387814946","doi":"10.1057/s41599-023-02001-5","title":"The role of auditory processing in L2 vowel learning: evidence from recasts","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Phonetics and Phonology Research","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":false,"ca_institutions":"McMaster University; Carleton University","funders":"Jilin Office of Philosophy and Social Science","keywords":"Psychology; Task (project management); Vowel; Context (archaeology); Linguistics; Cognitive psychology; Perception; Corrective feedback; Notice; Reading (process); Set (abstract data type); Computer science; Mathematics education","score_opus":0.2954267142054293,"score_gpt":0.4362206635267389,"score_spread":0.14079394932130956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387814946","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":[0.9993963,0.00005548077,0.00019096168,0.000013450801,0.0000014922731,0.0000060607276,0.000011958325,0.000003922852,0.00032040998],"genre_scores_gemma":[0.9990502,0.00009042085,0.00035854464,0.00001725416,0.0000026578623,0.000013487265,0.00002128354,0.00000415995,0.00044209568],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999539,0.00014694063,0.000040158076,0.000107736116,0.0001115332,0.00005460441],"domain_scores_gemma":[0.997866,0.0007651833,0.0004709363,0.00033468287,0.00033964874,0.00022358989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000970711,0.00031403772,0.0002988794,0.0003343962,0.00022672406,0.00036440918,0.00034073845,0.00030414842,0.0015642346],"category_scores_gemma":[0.0024445378,0.00020072129,0.00020220422,0.0001502175,0.0009596641,0.00044164533,0.00069335196,0.00044307695,0.00024284888],"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":[0.008887358,0.0034638394,0.12407878,0.0011349404,0.00016358141,0.0023522242,0.014618259,0.0004557134,0.7385509,0.0007240259,0.00024962676,0.10532077],"study_design_scores_gemma":[0.00012942613,0.013428818,0.8135326,0.00007824971,0.00018030769,0.0019355569,0.0074869115,0.00091496,0.15894507,0.0007317028,0.0025818255,0.000054591837],"about_ca_topic_score_codex":0.0013461187,"about_ca_topic_score_gemma":0.0014515304,"teacher_disagreement_score":0.0015642346,"about_ca_system_score_codex":0.0001426681,"about_ca_system_score_gemma":0.00035725255,"threshold_uncertainty_score":0.0052328706},"labels":[],"label_agreement":null},{"id":"W4388129795","doi":"10.1057/s41599-023-02295-5","title":"What makes deceptive online reviews? A linguistic analysis perspective","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Digital Communication and Language","field":"Computer Science","cited_by":14,"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":"Beijing Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Relevance (law); Psychology; Perspective (graphical); Perception; Quality (philosophy); Cognition; Value (mathematics); Cognitive psychology; Computer science; Epistemology; Political science","score_opus":0.21992052189707403,"score_gpt":0.3988269118955085,"score_spread":0.17890638999843447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388129795","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":[0.72725195,0.009922656,0.116396114,0.023220746,0.00083466945,0.00024064777,0.00080038456,0.00030415188,0.12102878],"genre_scores_gemma":[0.9875513,0.0008161283,0.00924463,0.0005797195,0.00031465344,0.000033051005,0.000110510635,0.00004203485,0.0013079807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9861675,0.009120088,0.0008609387,0.00088072213,0.0025878372,0.0003829561],"domain_scores_gemma":[0.8936571,0.068603076,0.020708637,0.0036115479,0.012599044,0.0008206446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006158167,0.0004356096,0.00044353437,0.004856597,0.001779988,0.007823014,0.0008920022,0.0011494927,0.0027796465],"category_scores_gemma":[0.070727445,0.00035220367,0.00042499378,0.0027697852,0.004208506,0.006931476,0.0019057057,0.0015364023,0.0004771684],"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":[0.0014380127,0.00037072052,0.1173397,0.003356233,0.00041114306,0.0071824053,0.23052315,0.0037183606,0.039369576,0.29212233,0.014227335,0.28994098],"study_design_scores_gemma":[0.00010881811,0.0004982983,0.20796233,0.0031448957,0.0005426952,0.008064943,0.21811199,0.057837997,0.02183679,0.3080112,0.17312586,0.0007541701],"about_ca_topic_score_codex":0.0034569453,"about_ca_topic_score_gemma":0.002657166,"teacher_disagreement_score":0.007823014,"about_ca_system_score_codex":0.0018722633,"about_ca_system_score_gemma":0.0012636484,"threshold_uncertainty_score":0.03256792},"labels":[],"label_agreement":null},{"id":"W4388339826","doi":"10.1057/s41599-023-02253-1","title":"The Covid-19 pandemic in Ghana: exploring the discourse strategies in president Nana Addo’s speeches","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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 Saskatchewan","funders":"","keywords":"Politics; Thematic analysis; Political science; Government (linguistics); Patriotism; Crisis management; Nationalism; Sociology; Public relations; Public administration; Law; Social science; Qualitative research","score_opus":0.5053699420015962,"score_gpt":0.3924325482899382,"score_spread":0.11293739371165806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388339826","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":[0.9782973,0.0015362963,0.0005666317,0.008181375,0.00015100892,0.000053134896,0.00009985194,0.000004773242,0.011109584],"genre_scores_gemma":[0.996525,0.0011729979,0.00035957113,0.0005160962,0.000052687938,0.00003987139,0.000035517212,0.000008452094,0.0012898062],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99798524,0.001477898,0.00006977285,0.000083654304,0.00015397802,0.00022956336],"domain_scores_gemma":[0.98907787,0.008581554,0.0013474791,0.00011858003,0.00046549272,0.00040903184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005519318,0.00036926914,0.0002728064,0.0011001974,0.0032656856,0.0031765713,0.00037204634,0.0010019009,0.0030190814],"category_scores_gemma":[0.0102042705,0.00020513184,0.00009937403,0.0016044268,0.004210523,0.0027092746,0.0019882312,0.0014048812,0.00021845984],"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":[0.00006702358,0.000035756886,0.011980709,0.00030947416,0.0000062217396,0.0014913013,0.9670894,0.0000654961,0.0011846817,0.0057236264,0.0019531074,0.010093253],"study_design_scores_gemma":[0.000004868371,0.000022165857,0.0135169355,0.00028045068,0.0000038560715,0.00013284672,0.9652564,0.00011961501,0.00022903843,0.0006395189,0.019785427,0.000008925947],"about_ca_topic_score_codex":0.00709481,"about_ca_topic_score_gemma":0.011971461,"teacher_disagreement_score":0.00709481,"about_ca_system_score_codex":0.004658182,"about_ca_system_score_gemma":0.0020661198,"threshold_uncertainty_score":0.03379762},"labels":[],"label_agreement":null},{"id":"W4388702441","doi":"10.1057/s41599-023-02354-x","title":"Did the 2012 Spanish law reform to protect mortgage debtors modify banks’ lending behavior?","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","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":"Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación; European Regional Development Fund; Fundación Ramón Areces","keywords":"Interest rate; Decree; Inflation (cosmology); Unemployment; Payment; Economics; Quarter (Canadian coin); Panel data; Floating interest rate; Business; Monetary economics; Finance; Econometrics; Law; Geography; Macroeconomics; Political science","score_opus":0.25483089490343486,"score_gpt":0.30705635923786895,"score_spread":0.05222546433443409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388702441","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":[0.9839755,0.0010603305,0.00057380245,0.005852835,0.000079448,0.000025704345,0.0014373222,0.000032658423,0.0069623482],"genre_scores_gemma":[0.9955859,0.0003427616,0.00024175539,0.0005971874,0.000090752306,0.00001601227,0.0007632759,0.00001345599,0.002348815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982108,0.000619538,0.00010442278,0.0002700203,0.00044895257,0.00034617147],"domain_scores_gemma":[0.98495805,0.003421229,0.0064327023,0.0010790727,0.003532048,0.00057699747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049805823,0.00012843232,0.0004128782,0.0006024299,0.00025449198,0.0015326695,0.0005583873,0.000851149,0.0031348045],"category_scores_gemma":[0.016457204,0.00011100064,0.0003383926,0.0009419,0.0007075068,0.0005922734,0.0005491378,0.0010433233,0.00064629933],"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":[0.00042379918,0.00035722135,0.9423417,0.00012089558,0.00016640591,0.00025786334,0.0015095391,0.003150517,0.0010770538,0.0047727134,0.015763171,0.030059],"study_design_scores_gemma":[0.00004788708,0.000100286874,0.9808117,0.00007638407,0.000056922767,0.000042577885,0.0014890665,0.0018791432,0.00046290443,0.0008176029,0.014195715,0.000019629479],"about_ca_topic_score_codex":0.0811018,"about_ca_topic_score_gemma":0.067430265,"teacher_disagreement_score":0.0811018,"about_ca_system_score_codex":0.0023849346,"about_ca_system_score_gemma":0.0024040902,"threshold_uncertainty_score":0.16125947},"labels":[],"label_agreement":null},{"id":"W4389131041","doi":"10.1057/s41599-023-02403-5","title":"Evaluations of training programs to improve capacity in K*: a systematic scoping review of methods applied and outcomes assessed","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"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":"Bill and Melinda Gates Foundation","keywords":"Inclusion (mineral); Categorization; Sample (material); Medical education; Curriculum; Sample size determination; Psychology; Systematic review; Computer science; MEDLINE; Knowledge management; Medicine; Political science; Artificial intelligence; Statistics; Pedagogy","score_opus":0.9420600838320179,"score_gpt":0.7521992021815397,"score_spread":0.1898608816504782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389131041","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":[0.0065057976,0.9796173,0.003103596,0.0016472245,0.0005925689,0.0047650686,0.00092776417,0.00004370144,0.0027969428],"genre_scores_gemma":[0.07803144,0.89688647,0.0109338695,0.0010633499,0.00022881398,0.011705348,0.0007434864,0.00004776209,0.0003595008],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.86572707,0.06902649,0.03870891,0.0041617537,0.020647945,0.0017278595],"domain_scores_gemma":[0.6463897,0.2749715,0.03495049,0.0059581436,0.036486533,0.0012435915],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.13496183,0.0021417253,0.007217721,0.029411728,0.0024513938,0.008232765,0.0032945795,0.0025145605,0.0040255664],"category_scores_gemma":[0.3467923,0.0019574594,0.007972811,0.028930591,0.0034940357,0.0073109027,0.0048869057,0.002514002,0.0005008782],"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":[0.00034927228,0.00009905762,0.0025164804,0.7849718,0.0042271176,0.00009010187,0.0022268388,0.0004380657,0.00018452121,0.0017192636,0.0020982313,0.20107937],"study_design_scores_gemma":[0.00006264149,0.0001440656,0.0022210148,0.9798962,0.00607851,0.0000641533,0.0011036247,0.00011722486,0.00026236658,0.00047547158,0.00954392,0.000030677405],"about_ca_topic_score_codex":0.011579104,"about_ca_topic_score_gemma":0.022909349,"teacher_disagreement_score":0.86503816,"about_ca_system_score_codex":0.014940228,"about_ca_system_score_gemma":0.049856618,"threshold_uncertainty_score":0.7137549},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaepi_broad"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4389488498","doi":"10.1057/s41599-023-02356-9","title":"Umwelt as the foundation of an ethics of smart environments","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"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 du Québec à Montréal","funders":"","keywords":"Environmental ethics; Umwelt; Materiality (auditing); Embeddedness; Sociology; Agency (philosophy); Consciousness; Context (archaeology); De facto; Political science; Epistemology; Social science; Law; Philosophy; Geography; Aesthetics","score_opus":0.23722055678608536,"score_gpt":0.3951135291457354,"score_spread":0.15789297235965002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389488498","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":[0.07309655,0.006509559,0.22388206,0.10756899,0.0014944167,0.00013505148,0.00008868979,0.00013233544,0.5870923],"genre_scores_gemma":[0.96048707,0.0011414132,0.01782935,0.0038726234,0.00037193138,0.00013960348,0.000021165724,0.000057414745,0.016079485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9864072,0.009284748,0.00046685128,0.0008784073,0.0021169537,0.00084581133],"domain_scores_gemma":[0.9910614,0.005107714,0.00069167593,0.0012311692,0.0012721152,0.000635882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009039382,0.00033801244,0.00045690962,0.0009793829,0.0041764216,0.007850699,0.0008931558,0.0046530757,0.0021446776],"category_scores_gemma":[0.009774041,0.00033030353,0.0004479418,0.0007120761,0.048840053,0.00909712,0.006252576,0.0053553986,0.00048037848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021083008,0.0000030702288,0.000045104076,0.000008060752,9.1395486e-7,0.000017236725,0.0010552463,0.00019367533,0.00004362154,0.99701715,0.0005285516,0.0010852478],"study_design_scores_gemma":[0.0000040481063,0.0000059761214,0.00008604692,0.000065932196,0.0000013490967,0.000030506702,0.00065668044,0.0007776179,0.0001419226,0.9652114,0.033010025,0.000008493222],"about_ca_topic_score_codex":0.0018997814,"about_ca_topic_score_gemma":0.0014309639,"teacher_disagreement_score":0.009039382,"about_ca_system_score_codex":0.0037002112,"about_ca_system_score_gemma":0.003926285,"threshold_uncertainty_score":0.04780543},"labels":[],"label_agreement":null},{"id":"W4389506277","doi":"10.1057/s41599-023-02468-2","title":"The structural relations of self-control, empathy, interpersonal trust, friendship quality, and mental well-being among adolescents: a cross-national comparative study in China and Canada","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":21,"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":"Friendship; Psychology; Empathy; Structural equation modeling; Collectivism; Interpersonal communication; Perspective-taking; Interpersonal relationship; Social psychology; Perspective (graphical); Developmental psychology; Individualism; Political science","score_opus":0.153706404332943,"score_gpt":0.45390744697710556,"score_spread":0.3002010426441626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389506277","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":[0.9994941,0.00008313245,0.000025100795,0.00002684453,0.0000016289725,0.0000050236595,0.00010965815,5.480212e-7,0.00025395548],"genre_scores_gemma":[0.99951017,0.00011323134,0.00006544497,0.000013033351,0.0000010934473,0.0000058860933,0.00015635017,7.9614574e-7,0.0001339877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995634,0.000046746827,0.000027938306,0.00008024534,0.0001371052,0.00014456744],"domain_scores_gemma":[0.99907196,0.00013364927,0.00017708032,0.00004625098,0.00032232166,0.000248744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078742875,0.00027610472,0.0004290416,0.0013258923,0.002391393,0.0009338088,0.0005309056,0.00026154492,0.0010980577],"category_scores_gemma":[0.0014797089,0.00020179705,0.00050915044,0.002542313,0.0007532193,0.00027464313,0.0006246295,0.00045209622,0.000056923],"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":[0.000027861008,0.000028886332,0.9917571,0.00002053674,0.00005666197,0.00009497333,0.0041126297,0.000042518386,0.00017593625,0.00018903181,0.00011602932,0.003377897],"study_design_scores_gemma":[0.0000015062161,0.000010616749,0.9961875,0.000009989076,0.000019197863,0.000025178722,0.0034115463,0.00009981168,0.00002743314,0.000017537846,0.00018563263,0.0000040423533],"about_ca_topic_score_codex":0.94115347,"about_ca_topic_score_gemma":0.9689744,"teacher_disagreement_score":0.058846533,"about_ca_system_score_codex":0.006975736,"about_ca_system_score_gemma":0.008318315,"threshold_uncertainty_score":0.11838615},"labels":[],"label_agreement":null},{"id":"W4389831668","doi":"10.1057/s41599-023-02455-7","title":"International market concentration of fresh blueberries in the period 2001—2020","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Berry genetics and cultivation research","field":"Agricultural and Biological Sciences","cited_by":12,"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":"Per capita; Consumption (sociology); Agricultural economics; Production (economics); Index (typography); Economics; International market; Business; International trade; Population; Demography; Macroeconomics","score_opus":0.19028335578242028,"score_gpt":0.33697683393703687,"score_spread":0.14669347815461659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389831668","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":[0.989584,0.0006786997,0.000101157406,0.00025955113,0.000016644184,0.000010324856,0.004380849,0.000011429969,0.0049572145],"genre_scores_gemma":[0.9923062,0.00026079433,0.000080504826,0.000032741693,0.000023501685,0.000009006542,0.0054470627,0.0000044539934,0.0018358004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997056,0.000024966597,0.000022831287,0.000082743994,0.000078854115,0.000084873514],"domain_scores_gemma":[0.9986987,0.00015775573,0.0006494173,0.00003695893,0.00032985964,0.00012724368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056331174,0.00017237158,0.00017615376,0.0020021857,0.00021052586,0.0013817779,0.000263944,0.0002697663,0.0034803818],"category_scores_gemma":[0.0011898375,0.000096108735,0.00029497626,0.003003102,0.0002461967,0.0011087455,0.00047831872,0.00041296147,0.0005740933],"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":[0.00023541697,0.00008342544,0.9793484,0.00010781341,0.00008985633,0.0002637347,0.0007288911,0.00064939243,0.0007989012,0.0010800405,0.0025614991,0.014052631],"study_design_scores_gemma":[0.0000017124221,0.00003981301,0.99486864,0.00001384776,0.000010370494,0.000052568415,0.0007024704,0.00038282142,0.00025539362,0.00004352754,0.0036246188,0.0000042789225],"about_ca_topic_score_codex":0.015213653,"about_ca_topic_score_gemma":0.010257966,"teacher_disagreement_score":0.015213653,"about_ca_system_score_codex":0.0010868924,"about_ca_system_score_gemma":0.00046100476,"threshold_uncertainty_score":0.030250251},"labels":[],"label_agreement":null},{"id":"W4390499606","doi":"10.1057/s41599-023-02500-5","title":"Linear and nonlinear relationships between instructional leadership and teacher professional learning through teacher self-efficacy as a mediator: a partial least squares analysis","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":16,"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 Manitoba","funders":"","keywords":"Psychology; Structural equation modeling; Instructional leadership; Teacher leadership; Principal (computer security); Mathematics education; Professional development; Sample (material); Educational leadership; Pedagogy; Mathematics; Computer science; Chemistry; Statistics","score_opus":0.4238134998736203,"score_gpt":0.44491791191891444,"score_spread":0.02110441204529412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390499606","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":[0.97738826,0.00020811192,0.019186985,0.00036681254,0.000053323693,0.00021778286,0.0003779877,0.00012146575,0.0020791893],"genre_scores_gemma":[0.9938306,0.000075227385,0.0047641075,0.000019736564,0.000008344993,0.00015689846,0.00019035296,0.000012092666,0.00094269216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994919,0.003127828,0.00031359744,0.00062414136,0.0007015402,0.00031385323],"domain_scores_gemma":[0.9860107,0.0099517265,0.0011587497,0.00091898086,0.0015115093,0.00044841573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067499112,0.0007805571,0.0009063476,0.0009780648,0.00082029385,0.0017713003,0.0011763917,0.0005393516,0.007016598],"category_scores_gemma":[0.016359324,0.00066674076,0.0019209516,0.0008442928,0.0008210028,0.0012044968,0.001624486,0.0018901727,0.0006334013],"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":[0.000521383,0.00081495714,0.92909414,0.00033098733,0.0020163476,0.00047511866,0.0032281135,0.00659649,0.0029611338,0.0034924874,0.0011430896,0.049325697],"study_design_scores_gemma":[0.00010382343,0.0019573797,0.8295648,0.0002945376,0.0014612771,0.00036616877,0.0069478774,0.14639185,0.005740426,0.0040235394,0.003060095,0.000088243636],"about_ca_topic_score_codex":0.008130806,"about_ca_topic_score_gemma":0.006466455,"teacher_disagreement_score":0.008130806,"about_ca_system_score_codex":0.0006883948,"about_ca_system_score_gemma":0.0038900196,"threshold_uncertainty_score":0.0356974},"labels":[],"label_agreement":null},{"id":"W4390600281","doi":"10.1057/s41599-023-02589-8","title":"Stock price reactions to reopening announcements after China abolished its zero-COVID policy","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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":"Thompson Rivers University","funders":"Hong Kong Baptist University","keywords":"Stock (firearms); China; Coronavirus disease 2019 (COVID-19); Stock market; Mainland China; Regression discontinuity design; Monetary economics; Economics; Restricted stock; Business; 2019-20 coronavirus outbreak; Event study; Medicine; Political science; Geography","score_opus":0.1762938552431345,"score_gpt":0.3566247356211466,"score_spread":0.1803308803780121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390600281","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":[0.99619955,0.00011251971,0.00012536616,0.00077458186,0.00005154132,0.00002394929,0.00037923397,0.000017392518,0.002315876],"genre_scores_gemma":[0.99812204,0.000063856525,0.000039903043,0.00014995533,0.000035915153,0.000009278704,0.0003329269,0.000002410129,0.0012437468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944776,0.000066769455,0.00004848413,0.000068332774,0.00017795207,0.00019065799],"domain_scores_gemma":[0.9933668,0.0010905853,0.0034766763,0.0003519841,0.0010435372,0.00067043514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014495205,0.00021808356,0.00030971956,0.0005559267,0.00047099992,0.001333438,0.00038273877,0.0009442789,0.0038318648],"category_scores_gemma":[0.00650516,0.0001273499,0.00024871173,0.0003716348,0.00051661883,0.00061655656,0.00088159187,0.0015991894,0.00033943896],"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":[0.00107136,0.00050725945,0.95165557,0.00012495824,0.00013210083,0.0009768212,0.0017725704,0.002958203,0.005638033,0.003577201,0.0075253425,0.024060529],"study_design_scores_gemma":[0.000021929241,0.00023387087,0.9915428,0.000020267951,0.000024974672,0.0000257396,0.0012578418,0.0022641574,0.0013366379,0.0003763595,0.0028621727,0.000033232922],"about_ca_topic_score_codex":0.04107251,"about_ca_topic_score_gemma":0.03223124,"teacher_disagreement_score":0.04107251,"about_ca_system_score_codex":0.0015436228,"about_ca_system_score_gemma":0.0011059659,"threshold_uncertainty_score":0.08166689},"labels":[],"label_agreement":null},{"id":"W4391103192","doi":"10.1057/s41599-024-02620-6","title":"Comparative analysis of youth transition in bean production systems in Ghana and Cameroon","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":5,"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":"Global Affairs Canada; Bill and Melinda Gates Foundation","keywords":"Focus group; Poverty; Production (economics); Agriculture; Phaseolus; Geography; Value chain; Socioeconomics; Agricultural productivity; Political science; Business; Economic growth; Agricultural science; Biology; Economics; Agronomy","score_opus":0.23181145635600306,"score_gpt":0.3338005938613607,"score_spread":0.10198913750535762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391103192","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":[0.9994216,0.0001305143,0.000026799942,0.00004438062,0.000002078421,0.000008195375,0.00006478635,5.5626754e-7,0.0003011307],"genre_scores_gemma":[0.9996259,0.00012591534,0.000039336202,0.0000150465485,8.068078e-7,0.000009976938,0.00004647153,5.6481224e-7,0.00013602548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994281,0.00019633702,0.00002498827,0.000039885013,0.00003618307,0.00027439394],"domain_scores_gemma":[0.99909675,0.00023694045,0.00026890973,0.000016148653,0.00013862962,0.00024260051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010409559,0.00020801515,0.00021726437,0.0010331136,0.0011941714,0.0011859478,0.0002611308,0.00025689375,0.0024508375],"category_scores_gemma":[0.0015117992,0.00016176653,0.00024664687,0.0011876746,0.0006339327,0.0006072061,0.0009386386,0.00039429532,0.00011192192],"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":[0.00018874543,0.000107940316,0.868131,0.0001469784,0.000015226008,0.0011203842,0.11487854,0.00005005159,0.0010301992,0.0006007872,0.00038141737,0.013348645],"study_design_scores_gemma":[0.0000040682476,0.0001245591,0.7749142,0.000109689994,0.000011045362,0.00018697427,0.22253194,0.0000874374,0.00020000368,0.00005906766,0.0017639385,0.000007017004],"about_ca_topic_score_codex":0.05079722,"about_ca_topic_score_gemma":0.0889862,"teacher_disagreement_score":0.05079722,"about_ca_system_score_codex":0.0018979623,"about_ca_system_score_gemma":0.0013053828,"threshold_uncertainty_score":0.10100311},"labels":[],"label_agreement":null},{"id":"W4391565915","doi":"10.1057/s41599-024-02683-5","title":"Populism and the quest for political power: the pitfalls to populist electoral success in Canada","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Populism, Right-Wing Movements","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":true,"ca_institutions":"York University","funders":"","keywords":"Populism; Politics; Power (physics); Political science; Political economy; Sociology; Law; Physics","score_opus":0.09158031566533387,"score_gpt":0.36765946608582845,"score_spread":0.2760791504204946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391565915","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":[0.905141,0.0013760325,0.00023334307,0.02029275,0.00013421968,0.000063276144,0.0005080497,0.000022454478,0.07222884],"genre_scores_gemma":[0.99381906,0.00037125163,0.00008139264,0.0004065758,0.000011988926,0.000009016653,0.00006843739,0.000009005534,0.0052231615],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9946955,0.00048272856,0.00009422725,0.00025483852,0.0015209428,0.0029517668],"domain_scores_gemma":[0.99144393,0.0010938866,0.00042396242,0.00019920964,0.0031307589,0.0037083197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035687995,0.00021391692,0.00061693543,0.004040869,0.02569401,0.007100516,0.0017703873,0.0010558834,0.007354023],"category_scores_gemma":[0.012462998,0.00027409903,0.00029610755,0.0062643704,0.0072351233,0.0011242802,0.0042436076,0.002372791,0.00032825395],"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":[0.00038026608,0.00020666861,0.5344036,0.0002628756,0.00010782982,0.0012457711,0.13673206,0.0011940894,0.0005438316,0.15338632,0.055770542,0.115766145],"study_design_scores_gemma":[0.00004607518,0.00006814492,0.5639692,0.0003447091,0.000059118556,0.0002007438,0.26664755,0.0025190478,0.00064231403,0.0087894285,0.15656772,0.00014599506],"about_ca_topic_score_codex":0.99692255,"about_ca_topic_score_gemma":0.9990158,"teacher_disagreement_score":0.11225534,"about_ca_system_score_codex":0.11225534,"about_ca_system_score_gemma":0.18163554,"threshold_uncertainty_score":0.81447333},"labels":[],"label_agreement":null},{"id":"W4391677402","doi":"10.1057/s41599-024-02675-5","title":"Intentional news avoidance on short-form video platforms: a moderated mediation model of psychological reactance and relative entertainment motivation","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reactance; Moderated mediation; Psychology; Entertainment; Mediation; Social psychology; Cognitive psychology; Sociology; Political science","score_opus":0.2101742099192662,"score_gpt":0.3778844383438182,"score_spread":0.167710228424552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391677402","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":[0.9939666,0.00008635219,0.0012862524,0.00019317023,0.000011816769,0.00007600297,0.000068805464,0.000010390807,0.004300607],"genre_scores_gemma":[0.9992093,0.000045216355,0.00031934952,0.000023598692,0.000004804622,0.00004463228,0.00003297374,0.000002043141,0.00031803077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985588,0.0007081358,0.000074998854,0.00023164501,0.00021081463,0.0002155912],"domain_scores_gemma":[0.989703,0.006201047,0.002334711,0.0005715909,0.0005136021,0.0006759912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002000582,0.0006419203,0.00045079942,0.0009090776,0.0007138079,0.0019796037,0.00060356007,0.0006397168,0.006322298],"category_scores_gemma":[0.011549612,0.00031997077,0.0008147633,0.000576645,0.00096794876,0.0009456758,0.0012948829,0.001178094,0.00024125188],"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":[0.00065123104,0.0020835164,0.93755275,0.00028869207,0.0007798203,0.0006236195,0.015569753,0.0012334025,0.0032304192,0.010145891,0.0005183999,0.02732245],"study_design_scores_gemma":[0.00010179036,0.00053981604,0.968694,0.00011477388,0.0005885242,0.00016746165,0.00762388,0.014454591,0.00089264725,0.005654465,0.0011217329,0.000046278074],"about_ca_topic_score_codex":0.004968766,"about_ca_topic_score_gemma":0.0032887722,"teacher_disagreement_score":0.006322298,"about_ca_system_score_codex":0.0006074868,"about_ca_system_score_gemma":0.0008680323,"threshold_uncertainty_score":0.021150172},"labels":[],"label_agreement":null},{"id":"W4391811747","doi":"10.1057/s41599-024-02762-7","title":"Hybrid organizations: a classification within economic sectors","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Nonprofit Sector and Volunteering","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":true,"ca_institutions":"Nipissing University; HEC Montréal","funders":"","keywords":"Business","score_opus":0.1490538809253568,"score_gpt":0.35760320234549864,"score_spread":0.20854932142014185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391811747","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":[0.86738455,0.0009382853,0.01763968,0.0023740937,0.00005930615,0.00024685648,0.00037451426,0.00005156368,0.110931],"genre_scores_gemma":[0.9957931,0.00015444102,0.0029266544,0.000045494562,0.0000066186335,0.00003621502,0.00010429622,0.000005508442,0.00092754787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966575,0.0013418366,0.00019662562,0.00018542234,0.0009324684,0.00068614486],"domain_scores_gemma":[0.99193656,0.002341239,0.0016554637,0.0006733967,0.0022680103,0.0011253599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030783436,0.0001947138,0.00014828487,0.006037364,0.0024397701,0.004570186,0.0007130689,0.00051150896,0.0030630105],"category_scores_gemma":[0.00717624,0.000095270174,0.00026081406,0.006460578,0.005254515,0.003205116,0.003113063,0.00059187727,0.0002533754],"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":[0.00016241784,0.00012232763,0.3419228,0.00020517777,0.000031642663,0.0005461846,0.078117676,0.001552449,0.0016932545,0.49617296,0.0047573266,0.07471585],"study_design_scores_gemma":[0.000036037614,0.0001262971,0.27618387,0.0010169325,0.000044852608,0.0011573368,0.40655437,0.011201755,0.0010207044,0.20316,0.099421754,0.000076046315],"about_ca_topic_score_codex":0.029156666,"about_ca_topic_score_gemma":0.03159076,"teacher_disagreement_score":0.029156666,"about_ca_system_score_codex":0.004626774,"about_ca_system_score_gemma":0.0036397302,"threshold_uncertainty_score":0.05797386},"labels":[],"label_agreement":null},{"id":"W4391909636","doi":"10.1057/s41599-024-02706-1","title":"‘My appetite and mind would go’: Inuit perceptions of (im)mobility and wellbeing loss under climate change across Inuit Nunangat in the Canadian Arctic","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":17,"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":"United Nations University Institute for Environment and Human Security; University of Sussex","keywords":"Climate change; Thematic analysis; Indigenous; Mental health; Feeling; Context (archaeology); Narrative; Arctic; Geography; Political science; Psychology; Qualitative research; Sociology; Social psychology; Ecology; Social science; Psychotherapist","score_opus":0.18149985986275832,"score_gpt":0.4231900852570089,"score_spread":0.24169022539425059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391909636","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":[0.918517,0.051306248,0.0004412826,0.008725926,0.0002127882,0.00012453418,0.0007587306,0.000011196667,0.019902349],"genre_scores_gemma":[0.977002,0.020077188,0.00032023474,0.0010785946,0.000015287282,0.0000671643,0.00011784195,0.000008092522,0.0013136656],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99829537,0.00067678024,0.00017422253,0.00016190676,0.00039093447,0.00030078736],"domain_scores_gemma":[0.99550015,0.0023414094,0.00061063527,0.00007019089,0.0009996718,0.00047779028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036776632,0.00032838102,0.00077305554,0.0018528185,0.006741231,0.0048950566,0.0012849554,0.00091260637,0.0029362778],"category_scores_gemma":[0.008003328,0.0002986265,0.00044955043,0.00389473,0.0044832295,0.0027957787,0.003051134,0.0013641209,0.000100144185],"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":[0.00005085959,0.000012912147,0.016708447,0.0049199443,0.00007421547,0.0014448727,0.9580605,0.00004890345,0.00042707933,0.0021392799,0.0015582066,0.0145546505],"study_design_scores_gemma":[0.0000031781992,0.000022862201,0.019103723,0.00352802,0.00007579291,0.00022732593,0.9624357,0.000040455085,0.00009449497,0.00023733251,0.01420139,0.00002973836],"about_ca_topic_score_codex":0.8546644,"about_ca_topic_score_gemma":0.9382756,"teacher_disagreement_score":0.14533561,"about_ca_system_score_codex":0.020418355,"about_ca_system_score_gemma":0.035147663,"threshold_uncertainty_score":0.29238302},"labels":[],"label_agreement":null},{"id":"W4391925616","doi":"10.1057/s41599-024-02726-x","title":"Correction: Linear and nonlinear relationships between instructional leadership and teacher professional learning through teacher self-efficacy as a mediator: a partial least squares analysis","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Technology-Enhanced Education Studies","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 Manitoba","funders":"Universiti Sains Malaysia","keywords":"Mediator; Psychology; Partial least squares regression; Mathematics education; Pedagogy; Computer science; Medicine; Machine learning; Internal medicine","score_opus":0.2507897111022979,"score_gpt":0.41387531473686323,"score_spread":0.1630856036345653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391925616","genre_codex":"editorial","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":[0.010690563,0.0037156155,0.07750404,0.05976624,0.7170054,0.0010627026,0.09640069,0.015003431,0.018851358],"genre_scores_gemma":[0.21940516,0.0033628645,0.17396896,0.019419773,0.029848395,0.0042695636,0.03509399,0.021859623,0.4927717],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9819447,0.0048126825,0.0033787454,0.0033437253,0.0051434585,0.0013766506],"domain_scores_gemma":[0.8791009,0.044027023,0.005961611,0.017488051,0.05114289,0.002279455],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016731424,0.0033144853,0.0031067983,0.0060911328,0.003166193,0.0042021996,0.0064810375,0.0038272988,0.30635658],"category_scores_gemma":[0.27987757,0.0016328348,0.0033786993,0.008861923,0.002089476,0.004607586,0.0036706477,0.009132932,0.06691217],"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":[0.0004388443,0.000038615148,0.0022446862,0.0009988393,0.00026982784,0.00043073116,0.00027866111,0.00046322957,0.0003368833,0.0030103982,0.95914924,0.032340057],"study_design_scores_gemma":[0.0011854114,0.00035397924,0.040479384,0.004771034,0.000982219,0.0020789246,0.0020676414,0.018051766,0.0059935297,0.035466526,0.88794523,0.0006244362],"about_ca_topic_score_codex":0.028413812,"about_ca_topic_score_gemma":0.04700275,"teacher_disagreement_score":0.30635658,"about_ca_system_score_codex":0.0034202132,"about_ca_system_score_gemma":0.011536613,"threshold_uncertainty_score":0.9893982},"labels":[],"label_agreement":null},{"id":"W4392058319","doi":"10.1057/s41599-024-02803-1","title":"“Terrestrial Verses” on the borderline: an interdisciplinary decolonial reading of Forugh Farrokhzad and Frida Kahlo","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Historical Gender and Feminism Studies","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":"Western University","funders":"","keywords":"Reading (process); Art; Philosophy; Linguistics","score_opus":0.21053377259510253,"score_gpt":0.4229274233762767,"score_spread":0.21239365078117417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392058319","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":[0.31603202,0.04633072,0.0031039063,0.06813122,0.0075834524,0.00008301138,0.00016052017,0.00010155714,0.5584736],"genre_scores_gemma":[0.97030973,0.0043188357,0.00057376135,0.0025205351,0.0008191107,0.00002372233,0.000036017194,0.000050333812,0.02134791],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998971,0.0006007728,0.000021397243,0.00009850921,0.00015471182,0.00015367218],"domain_scores_gemma":[0.99906117,0.00058969593,0.000088481174,0.000048621205,0.0001326084,0.00007944467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019403205,0.0007315654,0.00039614315,0.0021004025,0.008713641,0.005187586,0.000559644,0.001204279,0.0037051681],"category_scores_gemma":[0.0022980322,0.00016215973,0.0001847673,0.0011787163,0.016386492,0.0031500387,0.0021513894,0.0028495695,0.0003292754],"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":[0.00008708504,0.000059346865,0.0014259034,0.00018736212,0.000009907892,0.0014721924,0.6318455,0.00012229967,0.001103738,0.30099204,0.039737117,0.02295757],"study_design_scores_gemma":[0.000010231024,0.000046927144,0.002716033,0.00055548945,0.000008206893,0.0006596933,0.3582008,0.000112108886,0.0004455562,0.01132797,0.62589735,0.000019602348],"about_ca_topic_score_codex":0.0101633,"about_ca_topic_score_gemma":0.01607997,"teacher_disagreement_score":0.0101633,"about_ca_system_score_codex":0.0059763147,"about_ca_system_score_gemma":0.0018718195,"threshold_uncertainty_score":0.043361425},"labels":[],"label_agreement":null},{"id":"W4393272547","doi":"10.1057/s41599-024-02940-7","title":"Old age is also a time for change: trends in news intermediary preferences among internet users in Canada and Spain","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":6,"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":"The Internet; Political science; Advertising; Geography; Business; World Wide Web; Computer science","score_opus":0.11968579691369051,"score_gpt":0.3326102951100199,"score_spread":0.21292449819632936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393272547","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":[0.9950486,0.00057498296,0.00004901853,0.00047221137,0.000012294516,0.000018802348,0.0011633666,0.000004633143,0.0026559788],"genre_scores_gemma":[0.9973145,0.0005645037,0.00008392864,0.000104482955,0.000008857815,0.000013026517,0.00061123003,0.00000523963,0.0012940598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990872,0.00012545133,0.00006732213,0.00012361433,0.00022676757,0.00036965148],"domain_scores_gemma":[0.99420387,0.00080282625,0.0012262646,0.0001768048,0.0023145112,0.0012756756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011750874,0.00019069003,0.00039353527,0.0022276223,0.0019764972,0.0033044918,0.0007494686,0.00057437137,0.0028122652],"category_scores_gemma":[0.0042725913,0.00018668552,0.00038197424,0.0040000975,0.0009986878,0.0008168346,0.0012341547,0.0009083737,0.0002872301],"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":[0.00012920535,0.00004197541,0.9680636,0.00007483553,0.000025775256,0.00024640362,0.019148545,0.000040039467,0.00018460253,0.00021354391,0.00096912065,0.010862236],"study_design_scores_gemma":[0.000004250538,0.000020428204,0.94812596,0.00010578288,0.00001609997,0.0000659355,0.048744425,0.00007995463,0.000055952492,0.000030296838,0.0027348541,0.00001604724],"about_ca_topic_score_codex":0.96053934,"about_ca_topic_score_gemma":0.9721992,"teacher_disagreement_score":0.03946066,"about_ca_system_score_codex":0.01246544,"about_ca_system_score_gemma":0.011107139,"threshold_uncertainty_score":0.09044349},"labels":[],"label_agreement":null},{"id":"W4396704969","doi":"10.1057/s41599-024-02975-w","title":"Liveable urban forms: planning, self-organisation, and a third way (Isobenefit urbanism)","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":20,"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":"","keywords":"Urbanism; Urban planning; Self organisation; Environmental planning; Architectural engineering; Sociology; Geography; Civil engineering; Architecture; Engineering; Management science; Archaeology","score_opus":0.06015927007746079,"score_gpt":0.25406662772757715,"score_spread":0.19390735765011635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396704969","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":[0.06630951,0.004083737,0.30110675,0.022542153,0.0003495093,0.00032480966,0.0001471922,0.000262738,0.60487354],"genre_scores_gemma":[0.9294087,0.0015333407,0.050953783,0.00048045884,0.00007264284,0.0002312227,0.00006787855,0.00006215937,0.01718976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99852246,0.0008144095,0.000052536092,0.00014802333,0.00031188634,0.0001507265],"domain_scores_gemma":[0.99917835,0.00022912567,0.00009888322,0.0001858465,0.00013910713,0.0001686233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016938525,0.00034838117,0.00023186828,0.0012425339,0.0019179628,0.005909038,0.00076288293,0.0011312654,0.003430988],"category_scores_gemma":[0.0018251385,0.00024378706,0.0004926562,0.0012499767,0.02047868,0.0043350817,0.0059507503,0.0012821228,0.00043956988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002941952,0.000005816245,0.00047534864,0.000024952276,0.0000016595545,0.000031780564,0.0017179168,0.0007330547,0.000049191312,0.9864227,0.00086245185,0.009672281],"study_design_scores_gemma":[0.0000055080823,0.00003046458,0.0012291244,0.00008062035,0.0000049637197,0.0001831134,0.004774494,0.0022828113,0.00016869615,0.8838335,0.107393265,0.000013381533],"about_ca_topic_score_codex":0.0028629398,"about_ca_topic_score_gemma":0.0062274984,"teacher_disagreement_score":0.005909038,"about_ca_system_score_codex":0.0034048818,"about_ca_system_score_gemma":0.002735282,"threshold_uncertainty_score":0.024704278},"labels":[],"label_agreement":null},{"id":"W4398175790","doi":"10.1057/s41599-024-03123-0","title":"Effect of the contextual (community) level social trust on women’s empowerment: an instrumental variable analysis of 26 nations","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Université de Montréal; University of Windsor","funders":"","keywords":"Instrumental variable; Empowerment; Variable (mathematics); Psychology; Sociology; Social psychology; Econometrics; Economic growth; Economics; Mathematics","score_opus":0.13301778042670084,"score_gpt":0.312124365831594,"score_spread":0.17910658540489313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398175790","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":[0.98926216,0.00013151039,0.0077193063,0.00036684907,0.000017577899,0.00004565247,0.00014807291,0.000018732,0.002290035],"genre_scores_gemma":[0.9979826,0.000052775926,0.0010692972,0.00003055304,0.0000066158823,0.00006361719,0.00008132666,0.000005619353,0.00070745184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99360967,0.0052175038,0.000109264525,0.0003404127,0.00024079991,0.00048240492],"domain_scores_gemma":[0.96757674,0.025348512,0.004025353,0.00161292,0.00085684727,0.0005794966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008786979,0.0003988192,0.0007596492,0.0007400633,0.0009730106,0.0015778067,0.0008518001,0.0006365421,0.005838148],"category_scores_gemma":[0.026267203,0.00026430032,0.0013895002,0.0008800497,0.0015690902,0.0009672089,0.0025172972,0.0015322361,0.00025154054],"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":[0.00098628,0.0012921161,0.8666487,0.00020691313,0.0021754685,0.0010353444,0.004380938,0.042697996,0.000839719,0.05158434,0.0019187358,0.026233435],"study_design_scores_gemma":[0.0001908004,0.0015575588,0.5624007,0.00033861893,0.0016225538,0.00020051088,0.013255593,0.37195107,0.0027316567,0.036105525,0.009491787,0.00015360353],"about_ca_topic_score_codex":0.009725343,"about_ca_topic_score_gemma":0.0071533574,"teacher_disagreement_score":0.009725343,"about_ca_system_score_codex":0.0010782887,"about_ca_system_score_gemma":0.0010812032,"threshold_uncertainty_score":0.046470523},"labels":[],"label_agreement":null},{"id":"W4398198772","doi":"10.1057/s41599-024-03143-w","title":"Uncovering the essence of diverse media biases from the semantic embedding space","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Media Influence and Politics","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":"Université de Montréal; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Embedding; Space (punctuation); Semantic space; Computer science; Information retrieval; Artificial intelligence","score_opus":0.2474867723768657,"score_gpt":0.3985911976583965,"score_spread":0.1511044252815308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398198772","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":[0.9338302,0.0009735313,0.059187114,0.0003594309,0.00004181647,0.000041142495,0.0007055406,0.00011010775,0.0047510397],"genre_scores_gemma":[0.99405587,0.00015088326,0.0053350492,0.000017347298,0.000027661852,0.000014399406,0.0002509143,0.000011498604,0.00013637317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986319,0.00062164094,0.0001259671,0.00020759134,0.0003079357,0.00010492553],"domain_scores_gemma":[0.9923241,0.0040868805,0.0015285547,0.00090978085,0.00094268384,0.00020798347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019173577,0.00040834976,0.00034913424,0.005822904,0.0005966608,0.0023845637,0.00022344854,0.0004474336,0.0010770638],"category_scores_gemma":[0.01434938,0.00017952797,0.0002864414,0.004195419,0.0013476278,0.0048124627,0.002062993,0.00052502076,0.00020761191],"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":[0.0008118699,0.00023979496,0.49597913,0.00080783176,0.0004884624,0.00066737266,0.013902728,0.010585936,0.029129708,0.109786056,0.0038728914,0.3337282],"study_design_scores_gemma":[0.00005365551,0.0002978189,0.45925784,0.00045289242,0.00040884624,0.0011626559,0.018732782,0.18721952,0.019091351,0.2916964,0.02143798,0.00018827141],"about_ca_topic_score_codex":0.0008113299,"about_ca_topic_score_gemma":0.0010577822,"teacher_disagreement_score":0.005822904,"about_ca_system_score_codex":0.00043897543,"about_ca_system_score_gemma":0.00031142088,"threshold_uncertainty_score":0.010140121},"labels":[],"label_agreement":null},{"id":"W4398232883","doi":"10.1057/s41599-024-03176-1","title":"Small business development in stabilizing Alberta’s economy (Canada)","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","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":"Business; Economy; Economics","score_opus":0.21542035052959654,"score_gpt":0.25812933758688694,"score_spread":0.0427089870572904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398232883","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":[0.9297625,0.0007467887,0.0010040284,0.0032880192,0.00003115335,0.0001420991,0.001043644,0.000045244942,0.06393644],"genre_scores_gemma":[0.98758566,0.0003789707,0.0011424203,0.00013541216,0.000003925694,0.000017668324,0.00033428895,0.0000031908664,0.010398538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993494,0.00007222274,0.000012237773,0.00003576028,0.00025622602,0.00027407],"domain_scores_gemma":[0.9979126,0.00021112352,0.0001630817,0.000040245162,0.0009820416,0.00069095986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058602984,0.00013389654,0.00010903428,0.0014957571,0.0029595909,0.002110739,0.00064830616,0.0002608332,0.0020957862],"category_scores_gemma":[0.0020426656,0.00006794062,0.000099768644,0.0023704444,0.0010646406,0.00039769107,0.0011441675,0.00035473367,0.00010469851],"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":[0.00030631368,0.0002182507,0.5956398,0.00032991506,0.000059925664,0.0025968642,0.01404262,0.01642505,0.0035483183,0.1231242,0.02420194,0.2195067],"study_design_scores_gemma":[0.000021451422,0.00009673234,0.85230005,0.00017135651,0.000026964497,0.00018182969,0.036068555,0.0064574885,0.0015461914,0.004780413,0.09830054,0.000048422917],"about_ca_topic_score_codex":0.9864508,"about_ca_topic_score_gemma":0.99418384,"teacher_disagreement_score":0.05069326,"about_ca_system_score_codex":0.05069326,"about_ca_system_score_gemma":0.07356746,"threshold_uncertainty_score":0.36780703},"labels":[],"label_agreement":null},{"id":"W4399011479","doi":"10.1057/s41599-024-03178-z","title":"Neither right nor wrong? Ethics of collaboration in transformative research for sustainable futures","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","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","funders":"","keywords":"Transformative learning; Futures contract; Engineering ethics; Sociology; Environmental ethics; Research ethics; Political science; Business; Engineering; Philosophy; Pedagogy","score_opus":0.20397549893002453,"score_gpt":0.4366357857552682,"score_spread":0.23266028682524365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399011479","genre_codex":"commentary","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":[0.08593379,0.005721936,0.20187885,0.36759833,0.0019285742,0.0004534629,0.000043293796,0.000109046196,0.33633277],"genre_scores_gemma":[0.9698766,0.00093791017,0.018511986,0.005608805,0.00023746466,0.0003644564,0.000011804092,0.00005196798,0.0043990314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.70078176,0.27498335,0.003914068,0.0049774395,0.010334105,0.0050092256],"domain_scores_gemma":[0.8066098,0.15647364,0.009044919,0.011590498,0.009282485,0.006998659],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.13284422,0.0005841795,0.000983522,0.0017621045,0.017747609,0.02626716,0.0028141728,0.016281722,0.0034220114],"category_scores_gemma":[0.11345986,0.0008180111,0.00090927293,0.0015129693,0.13725491,0.02270619,0.019822609,0.0114246765,0.0007812477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015052115,0.000020447556,0.00020245516,0.000056372613,0.0000059995778,0.00022952577,0.049885012,0.00027672152,0.0000902537,0.9457959,0.0011115385,0.0023107417],"study_design_scores_gemma":[0.000022936889,0.000023829652,0.00009371366,0.00032043192,0.000006146621,0.0002797965,0.026868358,0.00089692004,0.00022381137,0.93518066,0.036057997,0.000025364574],"about_ca_topic_score_codex":0.0017936204,"about_ca_topic_score_gemma":0.0013760339,"teacher_disagreement_score":0.9822524,"about_ca_system_score_codex":0.00893076,"about_ca_system_score_gemma":0.019931115,"threshold_uncertainty_score":0.7025558},"labels":[],"label_agreement":null},{"id":"W4399302908","doi":"10.1057/s41599-024-03236-6","title":"Defining social innovation for post-secondary educational institutions: a concept analysis","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","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 Calgary","funders":"","keywords":"Knowledge management; Sociology; Business; Computer science","score_opus":0.15792351050976838,"score_gpt":0.3518227968368665,"score_spread":0.19389928632709813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399302908","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":[0.89020175,0.017765556,0.04548801,0.008482092,0.00023612086,0.005763865,0.0027131445,0.00005361396,0.029295927],"genre_scores_gemma":[0.9312126,0.004247509,0.060483433,0.00032332563,0.00004964174,0.0022883378,0.0008210444,0.0000089846335,0.0005652009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99131,0.004261493,0.0013943593,0.00043388517,0.0022845769,0.00031573177],"domain_scores_gemma":[0.9577764,0.030684616,0.0045862254,0.0007696976,0.0054932893,0.000689692],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022738485,0.00045144747,0.00070433784,0.033318564,0.0028420202,0.006652658,0.0012533476,0.0011973246,0.001568943],"category_scores_gemma":[0.021722017,0.00028112344,0.0012242998,0.026721036,0.0058091627,0.007600749,0.003938687,0.0011939672,0.00010520342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017858131,0.0005075508,0.15727024,0.013491306,0.00040939174,0.0016115915,0.22324234,0.0025786695,0.002164811,0.36398572,0.0074325125,0.22712731],"study_design_scores_gemma":[0.0000926338,0.0004264631,0.13798264,0.013482723,0.00051881647,0.0017779788,0.62623674,0.0123028895,0.0028856555,0.110996515,0.093068615,0.0002283595],"about_ca_topic_score_codex":0.0038914979,"about_ca_topic_score_gemma":0.002994252,"teacher_disagreement_score":0.997158,"about_ca_system_score_codex":0.010433619,"about_ca_system_score_gemma":0.010905835,"threshold_uncertainty_score":0.12025404},"labels":[],"label_agreement":null},{"id":"W4399430062","doi":"10.1057/s41599-024-03246-4","title":"Where to after COVID-19? Systems thinking for a human-centred approach to pandemics","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Infectious disease (medical specialty); Disease; Outbreak","score_opus":0.5840160636782982,"score_gpt":0.4771786321700288,"score_spread":0.10683743150826935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399430062","genre_codex":"commentary","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":[0.009818431,0.07586893,0.14608973,0.6633044,0.006444754,0.00033766968,0.00030814993,0.0005128322,0.09731499],"genre_scores_gemma":[0.7098397,0.061529975,0.15202263,0.057829913,0.0049952692,0.0010304586,0.00038845785,0.00037183712,0.011991727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9876286,0.009299663,0.0002853865,0.0009773009,0.001021369,0.0007877414],"domain_scores_gemma":[0.9862874,0.009855586,0.0006822049,0.00060133706,0.0012983722,0.0012751442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01906423,0.0015454008,0.0012872552,0.0029630838,0.0049874326,0.015273824,0.0033094012,0.0075410646,0.010311901],"category_scores_gemma":[0.014212582,0.00058866205,0.0012503826,0.0019705878,0.024286738,0.01744451,0.0078523075,0.011085315,0.0011658381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046562716,0.000081700164,0.00091110147,0.0010656356,0.00011381825,0.00023651775,0.013082247,0.0044561536,0.0003996141,0.9196843,0.02370668,0.036215667],"study_design_scores_gemma":[0.000021821148,0.000041743435,0.00028041887,0.0009628839,0.000028927077,0.000055997833,0.006211645,0.0016261679,0.00016350293,0.91449505,0.076075405,0.000036344503],"about_ca_topic_score_codex":0.00788545,"about_ca_topic_score_gemma":0.008813671,"teacher_disagreement_score":0.01906423,"about_ca_system_score_codex":0.012552696,"about_ca_system_score_gemma":0.015307799,"threshold_uncertainty_score":0.10082251},"labels":[],"label_agreement":null},{"id":"W4399890725","doi":"10.1057/s41599-024-03247-3","title":"Languishing: Experiences of emerging adults in outpatient mental health care one year into the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 and Mental Health","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":"Victoria Hospital; Lawson Health Research Institute; London Health Sciences Centre; Centre for Family Medicine; Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health care; Health care; Psychology; Medicine; Psychiatry; Virology; Political science","score_opus":0.27144457131103206,"score_gpt":0.486504317555009,"score_spread":0.21505974624397695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399890725","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":[0.9938346,0.00061729446,0.00027040194,0.0029008903,0.000093021714,0.00007426954,0.000066673085,0.000009068787,0.0021338763],"genre_scores_gemma":[0.99672973,0.0005841805,0.00019544536,0.0013715845,0.000026896136,0.00006447459,0.000039497074,0.000009050343,0.0009792397],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959247,0.002604376,0.00015303638,0.00016576699,0.0003054512,0.00084667146],"domain_scores_gemma":[0.9935747,0.0030452113,0.00082267105,0.00013024443,0.0005784086,0.0018488029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060287057,0.00042458012,0.0007263934,0.0008156947,0.007696569,0.0035962586,0.0012992895,0.0015615186,0.0026479142],"category_scores_gemma":[0.010525168,0.0005454136,0.0005363761,0.00064866,0.005758578,0.0033098892,0.00639661,0.004364298,0.00018911113],"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":[0.000041127234,0.000044739983,0.00884104,0.00007933684,0.000006405997,0.0006130515,0.9869602,0.000015974652,0.00037762508,0.00037061633,0.00058152224,0.0020684018],"study_design_scores_gemma":[0.0000023396221,0.00005304711,0.0029201093,0.00006716619,0.0000022606564,0.00013928617,0.99504447,0.000022391303,0.000040774503,0.000036365895,0.0016640885,0.000007598521],"about_ca_topic_score_codex":0.02719543,"about_ca_topic_score_gemma":0.047137175,"teacher_disagreement_score":0.02719543,"about_ca_system_score_codex":0.0040439502,"about_ca_system_score_gemma":0.0039529563,"threshold_uncertainty_score":0.054074287},"labels":[],"label_agreement":null},{"id":"W4399975243","doi":"10.1057/s41599-024-03358-x","title":"The spatial spillover effect of financial growth on high-quality development: Evidence from Yellow River Basin in China","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Spillover effect; China; Structural basin; Quality (philosophy); Geography; Business; Environmental science; Economics; Geology; Geomorphology; Physics; Archaeology","score_opus":0.10735129612788052,"score_gpt":0.29013714469102253,"score_spread":0.182785848563142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399975243","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":[0.9987294,0.00011789844,0.00013724304,0.00015162169,0.000002738882,0.0000033803103,0.00034092553,0.0000031315396,0.0005136788],"genre_scores_gemma":[0.99958366,0.00006539524,0.000034979188,0.000009011166,0.0000020551292,0.0000026053083,0.00018355755,6.126832e-7,0.00011818996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995435,0.00014978672,0.000043483422,0.000098859186,0.000065455446,0.0000989471],"domain_scores_gemma":[0.99756706,0.0005555804,0.000892507,0.00026392474,0.0004411105,0.00027993604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008533428,0.00017238967,0.0002549877,0.0011490954,0.0005793662,0.0006445202,0.00035224902,0.00022628286,0.001741001],"category_scores_gemma":[0.0021181833,0.0001441383,0.00049891573,0.002679595,0.0006231343,0.00055186317,0.0014089195,0.00032835128,0.00009188772],"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":[0.000022454291,0.00003169324,0.99504966,0.000019496722,0.00006499434,0.00014611793,0.00037738853,0.0007715712,0.00011283369,0.0003764945,0.0002645599,0.002762805],"study_design_scores_gemma":[0.0000033405422,0.000015501379,0.99656844,0.0000129977425,0.000040165014,0.000018621515,0.0010429617,0.0015715808,0.00008414529,0.00014462403,0.000491762,0.0000057898237],"about_ca_topic_score_codex":0.13445655,"about_ca_topic_score_gemma":0.18295532,"teacher_disagreement_score":0.13445655,"about_ca_system_score_codex":0.0013232776,"about_ca_system_score_gemma":0.0014170652,"threshold_uncertainty_score":0.2673478},"labels":[],"label_agreement":null},{"id":"W4400244576","doi":"10.1057/s41599-024-03288-8","title":"Big data analytics capability and social innovation: the mediating role of knowledge exploration and exploitation","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":14,"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":"Big data; Data science; Knowledge management; Analytics; Business; Computer science; Data mining","score_opus":0.5367134584496385,"score_gpt":0.38470080330519146,"score_spread":0.152012655144447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400244576","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":[0.97801983,0.00037636375,0.0021115213,0.001901797,0.000025010584,0.00004416325,0.000051238036,0.000017671815,0.017452395],"genre_scores_gemma":[0.99943143,0.00009997677,0.00021767011,0.00003015226,0.000007012887,0.00001112055,0.000009591918,0.0000016195735,0.00019149802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99466467,0.0029211668,0.0002624814,0.000426527,0.0009881798,0.0007368988],"domain_scores_gemma":[0.93724084,0.045551006,0.0080347685,0.0019726378,0.0030472444,0.0041534905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054417034,0.00045217617,0.00041696464,0.0030250524,0.0015025717,0.005344584,0.00061902276,0.0008984752,0.0042176903],"category_scores_gemma":[0.031746667,0.00020988949,0.00087026414,0.0021217433,0.0042796102,0.0041567986,0.005668763,0.0013174,0.00022014305],"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":[0.00021695401,0.0009133896,0.8699603,0.00032055256,0.0004906824,0.00088092417,0.01580305,0.0038016583,0.0012730889,0.05544497,0.0011179019,0.04977662],"study_design_scores_gemma":[0.000109803914,0.0004452032,0.80126613,0.00094263884,0.0006375818,0.000561459,0.05833863,0.02904753,0.0035823865,0.091725096,0.013186419,0.00015720015],"about_ca_topic_score_codex":0.0041300203,"about_ca_topic_score_gemma":0.0033750355,"teacher_disagreement_score":0.0054417034,"about_ca_system_score_codex":0.001502649,"about_ca_system_score_gemma":0.003872062,"threshold_uncertainty_score":0.028778851},"labels":[],"label_agreement":null},{"id":"W4400317093","doi":"10.1057/s41599-024-03385-8","title":"The wellbeing economy in practice: sustainable and inclusive growth? Or a post-growth breakthrough?","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Umweltbundesamt; New Zealand Government; Llywodraeth Cymru; Helsingin Yliopisto","keywords":"Inclusive growth; Sustainable growth rate; Sustainable development; Economics; Business; Economic growth; Political science; Poverty","score_opus":0.023818873811225563,"score_gpt":0.29043515848153173,"score_spread":0.2666162846703062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400317093","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":[0.37933263,0.007155194,0.008421683,0.29132065,0.0011508939,0.0001753862,0.00008654157,0.00006283275,0.3122942],"genre_scores_gemma":[0.98589593,0.0021601059,0.0015364472,0.00460396,0.0001024661,0.000079724916,0.000029167379,0.000025744492,0.0055664615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9774253,0.013540975,0.0005727917,0.0012369115,0.0035006679,0.0037233543],"domain_scores_gemma":[0.9796668,0.009661345,0.0020271393,0.0020598457,0.0031094826,0.003475246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018896636,0.00043807627,0.00054095587,0.0019097151,0.015176757,0.021200227,0.0015640863,0.0053482256,0.006069143],"category_scores_gemma":[0.021402849,0.000291504,0.00036478043,0.0029696852,0.06331794,0.024207238,0.021386703,0.009079149,0.0008009696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040081526,0.00011279898,0.0043091397,0.00032902774,0.000011312815,0.0010178165,0.27466506,0.00016718723,0.0004033778,0.677039,0.008426862,0.033478312],"study_design_scores_gemma":[0.000008214988,0.000048960635,0.0056612957,0.0014042661,0.0000070740207,0.00025931958,0.70559555,0.00018860088,0.00042939594,0.0922035,0.1941594,0.00003438299],"about_ca_topic_score_codex":0.012423364,"about_ca_topic_score_gemma":0.020533536,"teacher_disagreement_score":0.021200227,"about_ca_system_score_codex":0.014839474,"about_ca_system_score_gemma":0.022134375,"threshold_uncertainty_score":0.1076684},"labels":[],"label_agreement":null},{"id":"W4400603791","doi":"10.1057/s41599-024-03402-w","title":"A global perspective on social stratification in science","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":11,"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","funders":"Bundesministerium für Bildung und Forschung","keywords":"Perspective (graphical); Social stratification; Stratification (seeds); Sociology; Computer science; Social science; Biology; Artificial intelligence","score_opus":0.8418635650661227,"score_gpt":0.6485417079199942,"score_spread":0.19332185714612848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400603791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842917,0.0024679662,0.016584592,0.008445436,0.000110376015,0.00004179237,0.0006757779,0.00007448136,0.08730787],"genre_scores_gemma":[0.9978066,0.00038876786,0.0008642244,0.00012119753,0.00005531745,0.000010482737,0.00009031088,0.0000076259244,0.0006554095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990376,0.00035600094,0.000034079763,0.00019796642,0.00014959859,0.00022484518],"domain_scores_gemma":[0.9965172,0.0012345031,0.0008568875,0.0003771199,0.00040524628,0.0006091444],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0020074884,0.00025040226,0.00052546285,0.0038948616,0.0015246731,0.003349317,0.00029230522,0.0005011401,0.0055474434],"category_scores_gemma":[0.005045455,0.00013210281,0.00032831624,0.004563548,0.0037279516,0.0037058864,0.0032508718,0.0009248741,0.0004084872],"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":[0.00013739034,0.00008329522,0.35478702,0.00019233552,0.0001593239,0.0003315915,0.017516732,0.0074063465,0.0017548762,0.5321102,0.0031599298,0.08236098],"study_design_scores_gemma":[0.000023163191,0.00015040376,0.4329114,0.00028562857,0.00008095673,0.00027644605,0.019012008,0.008959307,0.00064137793,0.49496222,0.042631127,0.000066054854],"about_ca_topic_score_codex":0.0040275245,"about_ca_topic_score_gemma":0.004864877,"teacher_disagreement_score":0.9979925,"about_ca_system_score_codex":0.0018053873,"about_ca_system_score_gemma":0.0009625216,"threshold_uncertainty_score":0.018558025},"labels":[],"label_agreement":null},{"id":"W4400850656","doi":"10.1057/s41599-024-03452-0","title":"Novel insights from financial analysis of the failure to commercialise plazomicin: Implications for the antibiotic investment ecosystem","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":22,"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":"Business; Finance; Demise; Bankruptcy; Financial services","score_opus":0.24234068727900754,"score_gpt":0.3431836947426274,"score_spread":0.10084300746361985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400850656","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":[0.8880012,0.003639566,0.015780868,0.039847236,0.00020598655,0.00017139404,0.005231345,0.00021944013,0.04690298],"genre_scores_gemma":[0.9941017,0.0006810577,0.0019387626,0.00054607476,0.00013544997,0.000027919976,0.0009364971,0.000021365035,0.001611142],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981358,0.00052579725,0.00018572768,0.00019376341,0.0006282289,0.00033061262],"domain_scores_gemma":[0.9672764,0.01402634,0.011799366,0.00085605215,0.004677235,0.0013645588],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0045434474,0.0004285821,0.00043702268,0.0054681282,0.0007753031,0.0050883894,0.00068988366,0.0014332469,0.0051300963],"category_scores_gemma":[0.02646681,0.00018638262,0.00050420733,0.0037147333,0.0012107596,0.0032794182,0.0016229098,0.00211666,0.0007768876],"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":[0.00047597638,0.0006126895,0.70811474,0.0006237976,0.00031661717,0.0044037118,0.0035113238,0.0200965,0.002705163,0.10501806,0.043145817,0.11097552],"study_design_scores_gemma":[0.000051334617,0.00037038536,0.6570259,0.0010544824,0.00020400979,0.0017556774,0.016709676,0.11805001,0.003009489,0.13811155,0.06338798,0.00026952304],"about_ca_topic_score_codex":0.010344757,"about_ca_topic_score_gemma":0.0075202016,"teacher_disagreement_score":0.9992247,"about_ca_system_score_codex":0.002521405,"about_ca_system_score_gemma":0.0021589953,"threshold_uncertainty_score":0.02402836},"labels":[],"label_agreement":null},{"id":"W4401325606","doi":"10.1057/s41599-024-03516-1","title":"Public participation in the conservation and management of canal cultural heritage worldwide: a case study of the Rideau Canal and Erie Canal","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":7,"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":"National Office for Philosophy and Social Sciences; Government of Jiangsu Province","keywords":"Cultural heritage; Business; Geography; Archaeology","score_opus":0.4559821757881238,"score_gpt":0.3581439749349096,"score_spread":0.09783820085321415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401325606","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":[0.98888457,0.000174931,0.00042246774,0.0010127542,0.000013174654,0.00005502212,0.000017690636,0.0000062360987,0.0094130505],"genre_scores_gemma":[0.99614525,0.00026339755,0.0004336583,0.00012419483,0.0000059669887,0.00003078873,0.000014677146,0.0000064964925,0.002975615],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961683,0.0019078644,0.00005221775,0.00022341225,0.0005058915,0.0011422306],"domain_scores_gemma":[0.9970149,0.0013763639,0.00026446427,0.00018696628,0.0004741916,0.0006831297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003114724,0.00038221575,0.00040735892,0.001440593,0.018512383,0.0044822334,0.0016606111,0.0021907089,0.0030699275],"category_scores_gemma":[0.0044118785,0.00031348702,0.0003315194,0.002197228,0.007703563,0.0025442361,0.0055833263,0.0017601522,0.00017063085],"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":[0.00004781299,0.0002191615,0.020001266,0.000112764865,0.000014086235,0.010649878,0.93559587,0.00025729902,0.0010671233,0.006256971,0.0019408962,0.023836857],"study_design_scores_gemma":[0.000002787447,0.000035755656,0.005220573,0.00003654989,0.0000055116393,0.00048558618,0.9811802,0.00010649267,0.00019332736,0.00015939692,0.012561254,0.000012485395],"about_ca_topic_score_codex":0.35412344,"about_ca_topic_score_gemma":0.6498566,"teacher_disagreement_score":0.6458765,"about_ca_system_score_codex":0.010457721,"about_ca_system_score_gemma":0.012728693,"threshold_uncertainty_score":0.70412445},"labels":[],"label_agreement":null},{"id":"W4401580320","doi":"10.1057/s41599-024-03500-9","title":"Implications of peri-urban land reform programs on urban land markets: a case study of Harare, Zimbabwe","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":11,"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":"Peri; Land reform; Geography; Environmental planning; Land use; Urban planning; Business; Agricultural economics; Economic growth; Economics; Archaeology; Civil engineering; Medicine; Engineering; Agriculture","score_opus":0.2085258830942828,"score_gpt":0.3655636550026822,"score_spread":0.15703777190839938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401580320","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":[0.9930375,0.00025481317,0.00019318338,0.0010614813,0.0000051071106,0.00006497832,0.000023178038,0.000001714295,0.005358003],"genre_scores_gemma":[0.9981554,0.00035965486,0.00015952287,0.00012911373,0.0000031358527,0.000035769506,0.000009369341,0.0000017023438,0.0011463584],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99789953,0.001074638,0.0000343848,0.00008200593,0.00012546543,0.0007839159],"domain_scores_gemma":[0.99855727,0.00081812206,0.00025906676,0.00005409339,0.0000985026,0.0002130123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016584977,0.00036218396,0.00030433811,0.0012281548,0.01183906,0.0033409551,0.0010366155,0.0016674354,0.003495804],"category_scores_gemma":[0.0035704328,0.00032758492,0.00023574011,0.0021738706,0.0057892553,0.0021894595,0.0034885795,0.0016036822,0.00016075032],"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":[0.00017331389,0.000727819,0.07613339,0.00048670865,0.00005916446,0.048616454,0.76400405,0.001544607,0.004098033,0.056134373,0.002518948,0.04550309],"study_design_scores_gemma":[0.000024730425,0.00021666157,0.080340266,0.00032786635,0.000036920545,0.0013807679,0.8877481,0.00079533627,0.00069341686,0.0019080407,0.026499456,0.00002839627],"about_ca_topic_score_codex":0.084074646,"about_ca_topic_score_gemma":0.24547571,"teacher_disagreement_score":0.084074646,"about_ca_system_score_codex":0.008532762,"about_ca_system_score_gemma":0.0036640724,"threshold_uncertainty_score":0.16717058},"labels":[],"label_agreement":null},{"id":"W4402050615","doi":"10.1057/s41599-024-03557-6","title":"Embracing artificial intelligence in the labour market: the case of statistics","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Statistics; Economics; Artificial intelligence; Econometrics; Computer science; Mathematics","score_opus":0.1630001173803694,"score_gpt":0.3258030131612472,"score_spread":0.1628028957808778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402050615","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":[0.70869195,0.010615602,0.013424818,0.11090867,0.0003554696,0.000046552774,0.0003100254,0.000042435768,0.15560436],"genre_scores_gemma":[0.9941069,0.0014015749,0.0007037541,0.001256496,0.0002451453,0.00001600615,0.000034424345,0.000015554939,0.0022201072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9969086,0.0015792965,0.000056018423,0.00026958119,0.0004720098,0.00071447477],"domain_scores_gemma":[0.99225324,0.0049600564,0.0008701726,0.00036343496,0.0004679258,0.001085064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039842,0.00021041869,0.00038847083,0.0026064324,0.0042958255,0.0075610294,0.0007089519,0.0017319188,0.005886368],"category_scores_gemma":[0.009764833,0.00019044038,0.0003573181,0.004487168,0.011746583,0.007472715,0.0038804102,0.0019342463,0.00053609116],"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":[0.00020104159,0.00014440794,0.07249001,0.0001888845,0.00004744629,0.0015012663,0.053722695,0.003262868,0.00059473567,0.7742534,0.009383733,0.08420952],"study_design_scores_gemma":[0.000042881253,0.00010874299,0.11264098,0.0007449506,0.000024957324,0.00049988605,0.10893684,0.013231479,0.00035904904,0.63027525,0.13302085,0.00011416041],"about_ca_topic_score_codex":0.023168681,"about_ca_topic_score_gemma":0.022190731,"teacher_disagreement_score":0.023168681,"about_ca_system_score_codex":0.004496753,"about_ca_system_score_gemma":0.0039680386,"threshold_uncertainty_score":0.046067655},"labels":[],"label_agreement":null},{"id":"W4402125696","doi":"10.1057/s41599-024-03573-6","title":"The role of personality traits and online behavior in belief in fake news","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Misinformation and Its Impacts","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":"Defence Research and Development Canada","funders":"","keywords":"Big Five personality traits; Psychology; Personality; Social psychology; Fake news; Internet privacy; Advertising; Computer science; Business","score_opus":0.1663628191907569,"score_gpt":0.39290470782093906,"score_spread":0.22654188863018215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402125696","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":[0.998618,0.00008434827,0.00012943093,0.000075233256,0.0000066078137,0.000006973853,0.00003790427,0.0000020009636,0.0010393973],"genre_scores_gemma":[0.99958116,0.000053983033,0.000113458715,0.00001842106,0.000007261471,0.0000030320964,0.00002642054,8.0270263e-7,0.00019538526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999305,0.0002972856,0.000064419866,0.000072684605,0.00016846512,0.000092153125],"domain_scores_gemma":[0.97869146,0.008194228,0.009756235,0.0011524056,0.00083660777,0.0013690364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014006176,0.00024620726,0.0001657708,0.00084195205,0.0004611012,0.0010658776,0.00014149079,0.00040305464,0.002211314],"category_scores_gemma":[0.013884702,0.00016596598,0.00026143398,0.000409652,0.00044076736,0.00055466645,0.00048426574,0.000618893,0.00023419187],"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":[0.00012948536,0.0001420496,0.99217516,0.000015306343,0.000040294086,0.00007465611,0.000625833,0.000060300357,0.0004117113,0.000078778605,0.00005389564,0.006192525],"study_design_scores_gemma":[0.0000012020233,0.000053504333,0.99919146,0.000006642792,0.000008111634,0.0000768602,0.00029201218,0.00017236,0.000057959827,0.00007436138,0.000062123196,0.0000033136744],"about_ca_topic_score_codex":0.0018764937,"about_ca_topic_score_gemma":0.0025058505,"teacher_disagreement_score":0.002211314,"about_ca_system_score_codex":0.00022228577,"about_ca_system_score_gemma":0.00020283391,"threshold_uncertainty_score":0.007407248},"labels":[],"label_agreement":null},{"id":"W4402194596","doi":"10.1057/s41599-024-03606-0","title":"Financial fraud detection through the application of machine learning techniques: a literature review","year":2024,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Imbalanced Data Classification Techniques","field":"Computer Science","cited_by":103,"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":"Computer science; Finance; Artificial intelligence; Machine learning; Business","score_opus":0.12398321975984171,"score_gpt":0.38355762344557265,"score_spread":0.2595744036857309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402194596","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":[0.00040268383,0.9980866,0.00037298555,0.00039176026,0.00011671616,0.00001807769,0.000026916394,0.000007004339,0.00057733717],"genre_scores_gemma":[0.0021736557,0.99688536,0.0005592947,0.00014452786,0.00010349725,0.000014003492,0.000029213576,0.0000018861332,0.00008855747],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99862397,0.00034158092,0.00031068805,0.00016531076,0.0004928527,0.000065579225],"domain_scores_gemma":[0.9903736,0.006755606,0.0009249334,0.00013974324,0.0016619478,0.00014421808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029847554,0.0009913613,0.0016207016,0.01030068,0.00054043665,0.0017428567,0.001142381,0.0014121252,0.002172548],"category_scores_gemma":[0.009508126,0.00052569935,0.0013726034,0.0100885965,0.000573207,0.0023325158,0.0007632174,0.0009576579,0.0006723551],"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":[0.00006842531,0.00010102088,0.0013553756,0.08616082,0.00040538856,0.00019746361,0.00017101801,0.00055884296,0.00044489224,0.002045111,0.011138935,0.89735276],"study_design_scores_gemma":[0.00005752879,0.0004555998,0.0110795945,0.20789774,0.0043725884,0.003405966,0.0008805284,0.0018518828,0.00235429,0.0062596514,0.7612502,0.00013440789],"about_ca_topic_score_codex":0.0019478998,"about_ca_topic_score_gemma":0.0029565685,"teacher_disagreement_score":0.01030068,"about_ca_system_score_codex":0.0009471925,"about_ca_system_score_gemma":0.0035246676,"threshold_uncertainty_score":0.015785098},"labels":[],"label_agreement":null},{"id":"W4402336284","doi":"10.1057/s41599-024-03645-7","title":"Place identity: a generative AI’s perspective","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":31,"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":"Generative grammar; Perspective (graphical); Identity (music); Sociology; Epistemology; Cognitive science; Psychology; Computer science; Artificial intelligence; Aesthetics; Philosophy","score_opus":0.14756592424137704,"score_gpt":0.41457326482549606,"score_spread":0.267007340584119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402336284","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":[0.1688261,0.0017567048,0.5562708,0.02020765,0.00028100304,0.00014543004,0.0004344145,0.00029003006,0.25178796],"genre_scores_gemma":[0.96589845,0.00031522271,0.029881855,0.00045368352,0.000063708416,0.00006907401,0.00014782998,0.00006730907,0.0031028546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971902,0.0017238486,0.000080237034,0.00044291772,0.0003788147,0.00018396416],"domain_scores_gemma":[0.9921084,0.0050748535,0.00046996464,0.001496279,0.00048549005,0.00036491497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035787057,0.0006610917,0.0005263376,0.0029421442,0.0024476328,0.0072884457,0.0020643882,0.0020316232,0.0054416284],"category_scores_gemma":[0.012705314,0.0005666067,0.001264254,0.0018696496,0.016549218,0.008640579,0.004588688,0.0022780763,0.00057461776],"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":[0.000013519813,0.00001882088,0.0028353573,0.00004155513,0.000019145144,0.00010535283,0.006511438,0.0056631626,0.00015955101,0.97850686,0.00037855166,0.0057468032],"study_design_scores_gemma":[0.000011629632,0.000025798638,0.0017951682,0.000071512615,0.000023642167,0.00028493255,0.0066758567,0.03621488,0.00031965697,0.9378561,0.01669499,0.000025765938],"about_ca_topic_score_codex":0.008107431,"about_ca_topic_score_gemma":0.004901485,"teacher_disagreement_score":0.008107431,"about_ca_system_score_codex":0.003788991,"about_ca_system_score_gemma":0.0016977799,"threshold_uncertainty_score":0.027491212},"labels":[],"label_agreement":null},{"id":"W4402425809","doi":"10.1057/s41599-024-03698-8","title":"From crisis to opportunity: advancements in emergency language services","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":7,"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":"Business; Political science","score_opus":0.25778723402186066,"score_gpt":0.5178663885541651,"score_spread":0.26007915453230446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402425809","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":[0.033792883,0.87080604,0.0019184204,0.061184198,0.00217055,0.000053174976,0.0016939004,0.00007484048,0.02830601],"genre_scores_gemma":[0.21954979,0.7633718,0.0039826757,0.00716224,0.0025944589,0.0000715372,0.0011555929,0.000059717153,0.0020522117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931797,0.002225353,0.0012519903,0.00082292216,0.002087151,0.00043282565],"domain_scores_gemma":[0.9309308,0.047534615,0.0072857672,0.0012500935,0.010538228,0.0024605272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010958817,0.000294002,0.0007146761,0.015951905,0.0011906594,0.00770465,0.0008679003,0.0013672437,0.008281958],"category_scores_gemma":[0.047563575,0.00027574957,0.00067525666,0.033289764,0.0022185515,0.012682915,0.002722365,0.002069357,0.001485965],"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":[0.00022769789,0.00007263226,0.03540949,0.036458634,0.0002239231,0.0006880853,0.010623599,0.00048853783,0.0007300528,0.048987612,0.040850528,0.82523924],"study_design_scores_gemma":[0.000031932148,0.00017351683,0.10303358,0.051151853,0.0004409485,0.0020804317,0.0377383,0.0006322102,0.0007338108,0.026107341,0.7777373,0.00013875854],"about_ca_topic_score_codex":0.0058719013,"about_ca_topic_score_gemma":0.009261182,"teacher_disagreement_score":0.015951905,"about_ca_system_score_codex":0.0041581844,"about_ca_system_score_gemma":0.009797629,"threshold_uncertainty_score":0.057956457},"labels":[],"label_agreement":null},{"id":"W4402439650","doi":"10.1057/s41599-024-03682-2","title":"Archetypes of Open Science Partnerships: connecting aims and means in open biomedical research collaborations","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Research Data Management Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Structural Genomics Consortium; University of Toronto; Montreal Neurological Institute and Hospital","funders":"Novo Nordisk Fonden; European Commission; European Federation of Pharmaceutical Industries and Associations; Novo Nordisk; Diamond Light Source; McGill University","keywords":"Archetype; Open science; Data science; World Wide Web; Sociology; Computer science; Art; Physics","score_opus":0.7755272738040908,"score_gpt":0.5648469242934486,"score_spread":0.21068034951064218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402439650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4664137,0.0022214816,0.23495512,0.04117115,0.00036516454,0.0011915407,0.0001577028,0.00026824692,0.253256],"genre_scores_gemma":[0.97031623,0.0003016638,0.02610097,0.00067379815,0.000025724206,0.0005077432,0.000030475589,0.000046401223,0.0019970282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8839713,0.101434745,0.0026683551,0.002367821,0.006643078,0.0029147274],"domain_scores_gemma":[0.900215,0.07021016,0.008624468,0.011730204,0.004178361,0.005041707],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.061447613,0.0006658536,0.00061404955,0.004978881,0.016292242,0.016635131,0.002484522,0.004489546,0.0033240418],"category_scores_gemma":[0.06564466,0.0010935616,0.0008892268,0.004240369,0.06644191,0.026925946,0.028321184,0.0059794453,0.00052325125],"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":[0.000050553062,0.0000623583,0.0046495427,0.0002515689,0.000019734789,0.0005548482,0.48273605,0.00033791206,0.00070426246,0.4930573,0.0009085014,0.016667359],"study_design_scores_gemma":[0.00004884055,0.00013001745,0.0029111062,0.00071999215,0.000031561507,0.0011530741,0.57225454,0.0014784684,0.0007927694,0.3526802,0.06773487,0.00006461898],"about_ca_topic_score_codex":0.0015821446,"about_ca_topic_score_gemma":0.0024151637,"teacher_disagreement_score":0.9975155,"about_ca_system_score_codex":0.0073382333,"about_ca_system_score_gemma":0.014511719,"threshold_uncertainty_score":0.3249699},"labels":[],"label_agreement":null},{"id":"W4402519024","doi":"10.1057/s41599-024-03710-1","title":"The future of agricultural data-sharing policy in Europe: stakeholder insights on the EU Code of Conduct","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":17,"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":"Instituut voor Landbouw-, Visserij- en Voedingsonderzoek, Vlaamse Overheid; HORIZON EUROPE Framework Programme; Egg Farmers of Canada","keywords":"Stakeholder; Business; Agriculture; Code of conduct; Code (set theory); Environmental resource management; Natural resource economics; Political science; Economics; Public relations; Geography; Computer science","score_opus":0.44248654710319824,"score_gpt":0.35089419049619686,"score_spread":0.09159235660700138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402519024","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":[0.22032148,0.013146866,0.10268518,0.29849428,0.0016735924,0.0006011408,0.00057845144,0.0003031382,0.36219585],"genre_scores_gemma":[0.895369,0.0041718115,0.05595034,0.030961515,0.00024444092,0.00044501928,0.0005542777,0.00025764215,0.012046041],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8777801,0.0784612,0.0076817153,0.0062516592,0.02086285,0.008962573],"domain_scores_gemma":[0.896788,0.070959754,0.0048255646,0.00821934,0.014503807,0.004703477],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.14696391,0.00065977743,0.0009652656,0.003132603,0.008320636,0.034324966,0.0031295249,0.015386775,0.003006359],"category_scores_gemma":[0.09690683,0.0007393581,0.001467314,0.0055146716,0.01823162,0.024228958,0.013555078,0.008100018,0.0005486154],"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":[0.000033538345,0.000056931785,0.001989686,0.00018306731,0.000015139943,0.00050544774,0.018827057,0.0022061993,0.00064385275,0.9515279,0.006587285,0.017423892],"study_design_scores_gemma":[0.000042583128,0.00009442652,0.004956342,0.003060273,0.000036151207,0.00053400814,0.04950331,0.005198203,0.0011754058,0.3912743,0.5439562,0.00016876134],"about_ca_topic_score_codex":0.015912311,"about_ca_topic_score_gemma":0.006416157,"teacher_disagreement_score":0.99687046,"about_ca_system_score_codex":0.018464321,"about_ca_system_score_gemma":0.03627297,"threshold_uncertainty_score":0.7772287},"labels":[],"label_agreement":null},{"id":"W4402923076","doi":"10.1057/s41599-024-03774-z","title":"Co-parenting, parental competence and problem behaviours in children: examining differential parental roles","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"China Postdoctoral Science Foundation","keywords":"Developmental psychology; Psychology; Competence (human resources); Parenting skills; Social psychology","score_opus":0.08906293665514782,"score_gpt":0.33600605072973216,"score_spread":0.24694311407458436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402923076","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":[0.9994505,0.00027860192,0.00003332494,0.000025642901,0.0000016155226,0.0000022895345,0.000028487591,4.5915795e-7,0.00017897696],"genre_scores_gemma":[0.9996872,0.00014980597,0.000055876048,0.0000060937346,0.0000013203257,0.0000035092764,0.000034174493,4.822093e-7,0.000061502535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936193,0.00019433253,0.00006500974,0.00011669735,0.00012762968,0.00013439766],"domain_scores_gemma":[0.9985275,0.00033184185,0.0006302875,0.000087858585,0.00010210551,0.00032033573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011339762,0.00036641888,0.00036092123,0.0009234234,0.00070878904,0.000653905,0.00031449823,0.00027981773,0.0011488671],"category_scores_gemma":[0.003039885,0.00024502815,0.00045661765,0.00083581434,0.0007583863,0.00049232075,0.0010877681,0.00063638896,0.000052504114],"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":[0.0000061903816,0.000010676046,0.9976852,0.000010207557,0.00002060959,0.000053853873,0.0011273862,0.000008560547,0.00005966689,0.000025733112,0.000009991412,0.0009819433],"study_design_scores_gemma":[4.222935e-7,0.000012696117,0.9985567,0.000008820196,0.000008111113,0.000067694506,0.0012493205,0.000030707397,0.000015896108,0.000012770385,0.00003567335,0.0000011769843],"about_ca_topic_score_codex":0.033199467,"about_ca_topic_score_gemma":0.07139436,"teacher_disagreement_score":0.033199467,"about_ca_system_score_codex":0.0008035,"about_ca_system_score_gemma":0.00096357166,"threshold_uncertainty_score":0.06601244},"labels":[],"label_agreement":null},{"id":"W4403065771","doi":"10.1057/s41599-024-03804-w","title":"The impact of COVID-19 on the debate on open science: a qualitative analysis of published materials from the period of the pandemic","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":9,"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 British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Arts and Humanities Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Period (music); Virology; Medicine; Philosophy; Infectious disease (medical specialty)","score_opus":0.4436227725328182,"score_gpt":0.5589982087192612,"score_spread":0.11537543618644303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403065771","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":[0.95494354,0.0018607596,0.002689009,0.014760495,0.00033223402,0.00028979377,0.0005441394,0.000029108633,0.024551032],"genre_scores_gemma":[0.99259573,0.0009915525,0.00081141293,0.0020790244,0.00011360862,0.00031525944,0.00014392791,0.000088912064,0.0028605515],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9389509,0.048513148,0.0016603096,0.0017280622,0.0056517236,0.0034958739],"domain_scores_gemma":[0.6849456,0.28376076,0.0117445,0.002873155,0.012264075,0.004411936],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.061027188,0.00059490785,0.0012095637,0.007148377,0.014380572,0.016750256,0.002000603,0.0038491953,0.0048843534],"category_scores_gemma":[0.112140425,0.0009111871,0.0005567218,0.008699653,0.029774245,0.012319751,0.011191532,0.0056864326,0.0005276778],"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":[0.000043527736,0.000017491837,0.0012044393,0.00022960058,0.0000049703667,0.0004196564,0.9925437,0.00002591796,0.00032509322,0.0034031416,0.0003946381,0.0013878397],"study_design_scores_gemma":[0.0000052932987,0.000014238986,0.0009709413,0.00025235667,0.0000038429444,0.00007244551,0.989354,0.00003497074,0.00018051293,0.00071755063,0.008380986,0.000012862637],"about_ca_topic_score_codex":0.0069096605,"about_ca_topic_score_gemma":0.008062464,"teacher_disagreement_score":0.99799937,"about_ca_system_score_codex":0.015946845,"about_ca_system_score_gemma":0.009763252,"threshold_uncertainty_score":0.32274646},"labels":[],"label_agreement":null},{"id":"W4403085754","doi":"10.1057/s41599-024-03793-w","title":"Stagnation or upward mobility? The influence of achieved and ascribed factors on the housing careers of residents in Shanghai","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Urban, Neighborhood, and Segregation Studies","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 Lethbridge","funders":"Fundamental Research Funds for the Central Universities; East China Normal University; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Demographic economics; Sociology; Labour economics; Gerontology; Gender studies; Economics; Medicine","score_opus":0.20579728656972862,"score_gpt":0.3676171812012527,"score_spread":0.16181989463152407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403085754","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":[0.9994844,0.000109995286,0.000018611514,0.00007310451,0.0000030570563,0.0000012669075,0.000039296552,6.9442655e-7,0.0002694647],"genre_scores_gemma":[0.99980146,0.00003694072,0.000011570417,0.0000059017902,0.0000019719603,9.1022946e-7,0.000037960916,3.2098293e-7,0.000102846185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996804,0.00008429695,0.000022370235,0.00004426748,0.000042578115,0.00012605776],"domain_scores_gemma":[0.9989242,0.00012647359,0.00033491995,0.000049971095,0.00012784841,0.00043641072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073932565,0.00016940833,0.00016439725,0.00063477637,0.0006126448,0.00076496607,0.0002888404,0.00022285408,0.0014278949],"category_scores_gemma":[0.0018321292,0.0001229628,0.00032074592,0.000622165,0.0005167617,0.00046261217,0.0007741901,0.0004136543,0.00012533943],"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":[0.00002514908,0.000014217349,0.9962909,0.0000074457325,0.000014525773,0.000057834965,0.0016913788,0.00002737676,0.00005516057,0.000099625366,0.00007011967,0.0016463752],"study_design_scores_gemma":[5.5315917e-7,0.00002087628,0.9970294,0.000009659434,0.0000063019233,0.000021382128,0.0026329155,0.00007523567,0.000017662082,0.000030292187,0.00015292819,0.0000027832966],"about_ca_topic_score_codex":0.044672485,"about_ca_topic_score_gemma":0.10875728,"teacher_disagreement_score":0.044672485,"about_ca_system_score_codex":0.0006027343,"about_ca_system_score_gemma":0.000727034,"threshold_uncertainty_score":0.08882493},"labels":[],"label_agreement":null},{"id":"W4403209353","doi":"10.1057/s41599-024-03859-9","title":"The devil is in the details! Effect of differentiated platform governance on online review manipulation","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Digital Marketing and Social Media","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 Windsor","funders":"","keywords":"Corporate governance; Business; Political science; Computer science; Finance","score_opus":0.15401626190318354,"score_gpt":0.38235363003411715,"score_spread":0.2283373681309336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403209353","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":[0.81416917,0.006641785,0.028779177,0.054365255,0.0015172323,0.0011930121,0.0015668194,0.0011368272,0.09063084],"genre_scores_gemma":[0.9806803,0.0011435059,0.006347121,0.004226657,0.00034005052,0.00027529782,0.00021088419,0.000111224006,0.00666495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9852203,0.0072817667,0.0010951328,0.0014624018,0.0043166084,0.00062374095],"domain_scores_gemma":[0.7246888,0.1621878,0.07002509,0.01926223,0.016312608,0.007523446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019396706,0.00045831682,0.0006549906,0.001259699,0.0011212336,0.0042755217,0.00095704815,0.0015514465,0.013861888],"category_scores_gemma":[0.15668394,0.00040029784,0.0011192259,0.0010172558,0.0016671973,0.004782702,0.0022638126,0.002671401,0.002377325],"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":[0.002808491,0.0022379234,0.4456806,0.0025541317,0.0016624142,0.0009692921,0.004698708,0.005503606,0.014029564,0.04961796,0.03858297,0.43165442],"study_design_scores_gemma":[0.0006899531,0.005393056,0.7538957,0.0012800412,0.0020050537,0.0010581465,0.0046437923,0.024045981,0.020790568,0.062320944,0.12346154,0.00041521117],"about_ca_topic_score_codex":0.003218532,"about_ca_topic_score_gemma":0.0043145423,"teacher_disagreement_score":0.019396706,"about_ca_system_score_codex":0.0016711035,"about_ca_system_score_gemma":0.002796848,"threshold_uncertainty_score":0.102580845},"labels":[],"label_agreement":null},{"id":"W4403538117","doi":"10.1057/s41599-024-03892-8","title":"The impact of trauma-informed practices on academic outcomes of First Nations children: a pilot study of culturally responsive supports in Australia","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":6,"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":"Psychology; Medical education; Medicine","score_opus":0.2015387742851441,"score_gpt":0.4712510925221919,"score_spread":0.2697123182370478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403538117","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":[0.9996581,0.00003137046,0.000020581334,0.000029991024,0.0000017718708,0.00005195226,0.000011881101,5.4491255e-7,0.00019392018],"genre_scores_gemma":[0.99915755,0.00014011077,0.00023555233,0.000041172658,0.00000333978,0.00013568648,0.000024760237,0.0000013268292,0.00026044465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824214,0.00075400603,0.00012834706,0.00012945183,0.00030087229,0.00044515578],"domain_scores_gemma":[0.99625766,0.00042683404,0.0010945218,0.00019049853,0.000716321,0.0013141641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026954915,0.00041422885,0.00075452134,0.0007523513,0.0029408294,0.0010286925,0.00058686826,0.00054905855,0.00055430556],"category_scores_gemma":[0.006394765,0.00044448924,0.0006300074,0.0005719267,0.0013507683,0.00076379214,0.0021771768,0.0018989072,0.00014356796],"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":[0.00032119273,0.007450569,0.7425796,0.00024504805,0.0000699366,0.0019733768,0.22164208,0.000115180126,0.0014880028,0.00017608638,0.00035726084,0.023581646],"study_design_scores_gemma":[0.000025947433,0.0042461082,0.9133264,0.000088052446,0.000032952605,0.00042085827,0.07971846,0.000090370624,0.00043407365,0.000066413326,0.0015167509,0.000033623943],"about_ca_topic_score_codex":0.068108454,"about_ca_topic_score_gemma":0.13583511,"teacher_disagreement_score":0.068108454,"about_ca_system_score_codex":0.0029660563,"about_ca_system_score_gemma":0.0055744746,"threshold_uncertainty_score":0.13542402},"labels":[],"label_agreement":null},{"id":"W4404651313","doi":"10.1057/s41599-024-04127-6","title":"The benefits of Indigenous-led social science: a mindset for Arctic sustainability","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":7,"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; Arctic; Mindset; Sustainability; Political science; Environmental ethics; Sociology; Metis; Ecology; Epistemology; Computer science","score_opus":0.14811212043203678,"score_gpt":0.4481678811730042,"score_spread":0.3000557607409674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404651313","genre_codex":"commentary","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":[0.12523702,0.009992454,0.0782097,0.4071904,0.003861235,0.00021594999,0.000052163552,0.00021625953,0.37502474],"genre_scores_gemma":[0.9722106,0.0020362048,0.013029026,0.007395845,0.00044394072,0.00008428444,0.000012665022,0.0000403976,0.0047471304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9771131,0.017920185,0.00037620097,0.00089519034,0.0028337014,0.00086156756],"domain_scores_gemma":[0.96611786,0.021092968,0.0018037314,0.0030899448,0.0041913623,0.0037041416],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.04215859,0.00044054812,0.00051952194,0.0024807835,0.016216932,0.014059854,0.001773541,0.004766854,0.0023922361],"category_scores_gemma":[0.028442692,0.00034716242,0.0006307831,0.0010912592,0.0814817,0.014617262,0.0136968065,0.0079678465,0.0003435336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019226096,0.000071720846,0.0015926276,0.00020848414,0.000019882762,0.00021967562,0.14817405,0.00082745624,0.00038496588,0.8259069,0.004737456,0.017837614],"study_design_scores_gemma":[0.000011835642,0.000042311316,0.0009007895,0.0007387883,0.000018475583,0.00012972007,0.076857045,0.0008177009,0.0004062621,0.78030974,0.13973138,0.00003595335],"about_ca_topic_score_codex":0.009668048,"about_ca_topic_score_gemma":0.015700355,"teacher_disagreement_score":0.98378307,"about_ca_system_score_codex":0.00935615,"about_ca_system_score_gemma":0.017227625,"threshold_uncertainty_score":0.22295856},"labels":[],"label_agreement":null},{"id":"W4404709801","doi":"10.1057/s41599-024-03888-4","title":"Creating quality portfolios using score-based models: a systematic review","year":2024,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Financial Distress and Bankruptcy Prediction","field":"Business, Management and Accounting","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":"Quality (philosophy); Quality Score; Computer science; Engineering; Operations management; Physics","score_opus":0.4642372176623178,"score_gpt":0.4091665960998989,"score_spread":0.055070621562418876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404709801","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":[0.0015527683,0.99196,0.0037117237,0.0008220143,0.00011135123,0.00064994657,0.0005395525,0.000035314646,0.00061741064],"genre_scores_gemma":[0.03708059,0.95124465,0.009617033,0.00046515465,0.00013655763,0.0007794623,0.0004943515,0.000018025909,0.00016414883],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9835491,0.00883873,0.0034209732,0.00087465096,0.003148796,0.00016775243],"domain_scores_gemma":[0.9083681,0.07597922,0.009291102,0.0014852568,0.004452067,0.00042421374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020551866,0.0018139716,0.006496823,0.014100562,0.0004578422,0.004255801,0.002688204,0.0019885907,0.005598015],"category_scores_gemma":[0.09317107,0.0007683922,0.008357268,0.010687771,0.0008337513,0.0038192843,0.0016512517,0.0014186355,0.0004605936],"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":[0.0003576256,0.00012333943,0.003277971,0.6121774,0.016482065,0.00019514676,0.00023195887,0.0040161274,0.00018579153,0.00352807,0.003823301,0.3556012],"study_design_scores_gemma":[0.0005163896,0.001192376,0.0067964555,0.8360912,0.07425777,0.000784228,0.0005132132,0.0061293677,0.0004882253,0.010768049,0.062292255,0.00017030135],"about_ca_topic_score_codex":0.003459042,"about_ca_topic_score_gemma":0.008147524,"teacher_disagreement_score":0.020551866,"about_ca_system_score_codex":0.0028364598,"about_ca_system_score_gemma":0.00999745,"threshold_uncertainty_score":0.108689904},"labels":[],"label_agreement":null},{"id":"W4404718151","doi":"10.1057/s41599-024-04102-1","title":"Science diplomacy in the European Union: mapping the Portuguese case (1986–2021)","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"International Science and Diplomacy","field":"Social Sciences","cited_by":2,"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":"Erasmus+; Fundação para a Ciência e a Tecnologia; CYTED Ciencia y Tecnología para el Desarrollo; International Atomic Energy Agency; CERN; Federation for the Humanities and Social Sciences; “la Caixa” Foundation; University of Texas at Austin","keywords":"Portuguese; Diplomacy; European union; Political science; European Portuguese; Regional science; International trade; Geography; Linguistics; Business; Law; Philosophy; Politics","score_opus":0.2346994019143837,"score_gpt":0.4063621567079276,"score_spread":0.17166275479354387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404718151","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":[0.9098798,0.0014298105,0.0006825588,0.0019422756,0.000045350054,0.000090416455,0.0010493471,0.00001155955,0.08486889],"genre_scores_gemma":[0.99422485,0.00087864115,0.00045178348,0.00013278755,0.00001680348,0.00006132324,0.0007442735,0.0000105585905,0.003478885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997347,0.0007461243,0.00018615327,0.00027430532,0.00049567706,0.0009506894],"domain_scores_gemma":[0.9961743,0.0018347529,0.00097082165,0.00031556824,0.0003921685,0.00031249854],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033097018,0.0002011286,0.00031389284,0.0040854826,0.0022183065,0.0045235916,0.00061429513,0.0014835006,0.0030006517],"category_scores_gemma":[0.010548433,0.00023900908,0.00052377966,0.010280428,0.00201236,0.002804052,0.0029374647,0.0010233476,0.00028661324],"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":[0.00064595236,0.00054665527,0.28466532,0.0015314945,0.00013401118,0.013712717,0.1426589,0.012361114,0.0013598233,0.35464728,0.016928956,0.17080781],"study_design_scores_gemma":[0.000044054425,0.00013730956,0.6026743,0.0016212853,0.00005867817,0.0017712626,0.1692537,0.004306252,0.0009331877,0.008369434,0.21076417,0.000066366025],"about_ca_topic_score_codex":0.06724915,"about_ca_topic_score_gemma":0.06161686,"teacher_disagreement_score":0.9977817,"about_ca_system_score_codex":0.008741189,"about_ca_system_score_gemma":0.0046273298,"threshold_uncertainty_score":0.13371545},"labels":[],"label_agreement":null},{"id":"W4405657813","doi":"10.1057/s41599-024-04285-7","title":"Identifying university opinion leaders during the global crisis: information communication on official websites","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"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":"University of North Carolina at Chapel Hill; University of Illinois at Urbana-Champaign; Peking University; Technische Universität München; Tsinghua University; University of Queensland; Monash University; University of Sydney; University of Bristol; University of Edinburgh; University of Oxford; Northwestern University; York University; University of Washington; Princeton University; Johns Hopkins University; University of Tokyo; National University of Singapore; Universität Zürich; Carnegie Mellon University; McGill University; University of Chicago; University of Melbourne; Harvard University; California Institute of Technology; Branco Weiss Fellowship – Society in Science; Australian National University; University of Pennsylvania; Nanyang Technological University; Sorbonne Université; University of Manchester; Imperial College London; Massachusetts Institute of Technology; King's College London; University of California, San Diego; University of Toronto; Yale University","keywords":"Opinion leadership; Political science; Public relations","score_opus":0.1263100621370901,"score_gpt":0.36578007831491366,"score_spread":0.23947001617782357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405657813","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":[0.9936026,0.0001556713,0.00056522124,0.00046026811,0.000023780958,0.000023505741,0.000060300616,0.00001275967,0.0050958823],"genre_scores_gemma":[0.998063,0.00016425326,0.0003351572,0.000096160504,0.000040078477,0.00002174244,0.00006217844,0.0000061979613,0.0012110637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823487,0.0009550286,0.00008905959,0.00010179134,0.0003483472,0.00027102092],"domain_scores_gemma":[0.9900209,0.0051816595,0.002588213,0.00023608809,0.0013874371,0.00058580335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022422057,0.0001558429,0.00018477769,0.002462604,0.001132932,0.0026909732,0.00023903667,0.0006930342,0.0021798394],"category_scores_gemma":[0.011503312,0.00010192516,0.000100108664,0.0016339475,0.0005662995,0.0020389413,0.0009786964,0.00039719947,0.0006232707],"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":[0.00057362986,0.00023500672,0.6050417,0.00041974604,0.000033748034,0.002064093,0.20876592,0.00030557174,0.0077695507,0.003746086,0.0070809964,0.16396385],"study_design_scores_gemma":[0.000014962276,0.00032555612,0.4331173,0.000201634,0.000043052227,0.0007910852,0.53050035,0.0033600975,0.0036018654,0.0010818216,0.026905447,0.000056824552],"about_ca_topic_score_codex":0.0012774713,"about_ca_topic_score_gemma":0.0020027193,"teacher_disagreement_score":0.0026909732,"about_ca_system_score_codex":0.0007823738,"about_ca_system_score_gemma":0.00056539744,"threshold_uncertainty_score":0.011858046},"labels":[],"label_agreement":null},{"id":"W4405693017","doi":"10.1057/s41599-024-04268-8","title":"Rethinking human–technology relations: exploring the sociopolitical dimensions of invasive brain stimulation","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Conceptualization; Posthuman; Sociology; Agency (philosophy); Vulnerability (computing); Non-human; Quality (philosophy); Scrutiny; Relation (database); Psychology; Epistemology; Cognitive science; Computer science; Political science; Social science; Artificial intelligence; Computer security","score_opus":0.30274632235683524,"score_gpt":0.38026077891051013,"score_spread":0.0775144565536749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405693017","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":[0.5584627,0.013499265,0.0914214,0.0794653,0.0008383024,0.00036280847,0.00016353128,0.00011376914,0.255673],"genre_scores_gemma":[0.98868716,0.0032496357,0.0044152034,0.00084567565,0.00012747146,0.000116943265,0.000021751237,0.000069787406,0.0024663983],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9820462,0.014306234,0.00030478602,0.0007927737,0.0016337966,0.00091621774],"domain_scores_gemma":[0.9739777,0.022278,0.0014195049,0.001096994,0.0007333709,0.0004943856],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014825297,0.0006460309,0.0006159768,0.005008528,0.01717695,0.019890407,0.0020869828,0.004107849,0.0046157595],"category_scores_gemma":[0.018847391,0.0008346444,0.0006507548,0.0034862908,0.10442045,0.025435349,0.015884545,0.007012194,0.00036072603],"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":[0.000024917397,0.000024824418,0.0012365264,0.00014598554,0.0000125724155,0.00083959143,0.6383011,0.00028533654,0.0006925001,0.3492986,0.0004860821,0.008651941],"study_design_scores_gemma":[0.000009930306,0.00006585072,0.0031631927,0.00048108134,0.00001653014,0.0010666662,0.72616124,0.00075206783,0.0005864913,0.18716055,0.0804956,0.0000408093],"about_ca_topic_score_codex":0.004572076,"about_ca_topic_score_gemma":0.007964379,"teacher_disagreement_score":0.9828231,"about_ca_system_score_codex":0.00990972,"about_ca_system_score_gemma":0.006041409,"threshold_uncertainty_score":0.078404605},"labels":[],"label_agreement":null},{"id":"W4405862273","doi":"10.1057/s41599-024-04338-x","title":"Who they are, and what they do: perspectives on work–life balance among entrepreneurs and wage earners","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Balance (ability); Wage; Work–life balance; Work (physics); Labour economics; Psychology; Sociology; Economics; Demographic economics; Engineering; Mechanical engineering","score_opus":0.14071950499411442,"score_gpt":0.4023738034249173,"score_spread":0.2616542984308029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405862273","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":[0.99411184,0.00047133735,0.00005242618,0.00195944,0.000024948658,0.0000045989964,0.000016302494,0.0000012696474,0.003357779],"genre_scores_gemma":[0.9984012,0.00036356368,0.00003109043,0.00033297748,0.000012041447,0.000004554501,0.000014134055,0.0000014726689,0.0008389131],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985668,0.00073971984,0.000045620152,0.00006637217,0.00013468384,0.0004469379],"domain_scores_gemma":[0.99746656,0.0006012601,0.000479837,0.00005058926,0.00018427735,0.0012175082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002448724,0.00029764784,0.00033015243,0.0012511201,0.003958168,0.004094065,0.00055684306,0.0009067774,0.001670771],"category_scores_gemma":[0.0024133376,0.00030880465,0.00025146475,0.00072619924,0.0040989695,0.002112233,0.00315857,0.002048824,0.00016103536],"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":[0.00007313114,0.0001472944,0.2299109,0.00006722331,0.000024088691,0.00085974095,0.7539396,0.000040826264,0.0007939101,0.0013811762,0.0010186695,0.011743413],"study_design_scores_gemma":[0.0000031027625,0.00003903607,0.07573844,0.000067034794,0.0000042293295,0.00014021118,0.9197819,0.00003778209,0.00004398841,0.0003059881,0.0038282617,0.000010044393],"about_ca_topic_score_codex":0.027576607,"about_ca_topic_score_gemma":0.060611077,"teacher_disagreement_score":0.027576607,"about_ca_system_score_codex":0.0016185357,"about_ca_system_score_gemma":0.001677114,"threshold_uncertainty_score":0.05483216},"labels":[],"label_agreement":null},{"id":"W4406022099","doi":"10.1057/s41599-024-04355-w","title":"The development of a story recall test for distinguishing between Alzheimer’s disease and mild cognitive impairment in Thai cohort","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","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":"Royal Golden Jubilee (RGJ) Ph.D. Programme; National Research Council of Thailand","keywords":"Cohort; Recall; Disease; Cognitive impairment; Test (biology); Alzheimer's disease; Cognition; Psychology; Cognitive test; Memory clinic; Medicine; Dementia; Gerontology; Psychiatry; Cognitive psychology; Internal medicine","score_opus":0.15962240691944968,"score_gpt":0.4086417465745069,"score_spread":0.24901933965505724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406022099","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":[0.99765575,0.00016745887,0.00097368937,0.000030864012,0.000015610944,0.00013100258,0.0002520933,0.000010497827,0.00076302997],"genre_scores_gemma":[0.99549675,0.00022990408,0.002667669,0.000034685043,0.000023230496,0.0001660113,0.0006799948,0.0000036905683,0.00069797685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996859,0.00009579663,0.00006200297,0.00004873919,0.0000686618,0.000038966704],"domain_scores_gemma":[0.99888116,0.00026790725,0.00034224513,0.0000631386,0.00029929113,0.00014637566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009779666,0.00042410727,0.00023773452,0.0010536741,0.00038929662,0.00052672677,0.00029646882,0.00045765648,0.0010455477],"category_scores_gemma":[0.0039539346,0.00020716838,0.00037709848,0.00038369905,0.0001898517,0.0005930685,0.00048738092,0.00038542264,0.00033130674],"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":[0.000499914,0.00038561563,0.9619674,0.00009112179,0.000047945923,0.00061592006,0.0011393223,0.00013435603,0.0045487722,0.0000711776,0.00041437466,0.030084152],"study_design_scores_gemma":[0.000073390234,0.0025669902,0.9845946,0.00004235447,0.00009271062,0.0053830594,0.0013171323,0.0016334835,0.002296335,0.00016172983,0.0018088431,0.00002933702],"about_ca_topic_score_codex":0.0019697514,"about_ca_topic_score_gemma":0.0028251694,"teacher_disagreement_score":0.0019697514,"about_ca_system_score_codex":0.00012206595,"about_ca_system_score_gemma":0.00035875133,"threshold_uncertainty_score":0.0051720142},"labels":[],"label_agreement":null},{"id":"W4406026638","doi":"10.1057/s41599-024-04276-8","title":"Understanding teacher identity construction through hybridity theory: a case study of a Chinese-Canadian teaching English in China","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"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":"Hybridity; China; Identity (music); Sociology; Pedagogy; Gender studies; Linguistics; Political science; Anthropology; Art; Philosophy; Aesthetics; Law","score_opus":0.22265459085837022,"score_gpt":0.3546351578085698,"score_spread":0.13198056695019958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406026638","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":[0.9904845,0.00012125567,0.0006412085,0.0010838659,0.000016839827,0.00006159207,0.000026216652,0.000008121911,0.0075563355],"genre_scores_gemma":[0.9950681,0.00013725874,0.0006467014,0.00010353524,0.000002798036,0.0000223357,0.000017991382,0.000007739518,0.00399361],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997157,0.0010804393,0.00006267865,0.0002701701,0.00046507065,0.00096470997],"domain_scores_gemma":[0.997072,0.0010730767,0.00026957857,0.00013969994,0.00057526305,0.0008704053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031304297,0.0005840556,0.00052768836,0.0017781621,0.0361185,0.003481323,0.002398809,0.0015900771,0.0032975962],"category_scores_gemma":[0.0041382145,0.00040658357,0.0003135205,0.0020866722,0.009140219,0.002017385,0.0039092605,0.0024391972,0.00023732644],"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":[0.000027061811,0.00007315963,0.013938022,0.000051363553,0.0000044945004,0.006046083,0.96866816,0.00014083153,0.0007995647,0.0040694387,0.000705568,0.005476321],"study_design_scores_gemma":[0.000003411966,0.000020146494,0.0053317747,0.000033993205,0.00000552616,0.0003494368,0.9873273,0.00027430407,0.00024173682,0.00021992868,0.006180374,0.000012083373],"about_ca_topic_score_codex":0.83652115,"about_ca_topic_score_gemma":0.9418147,"teacher_disagreement_score":0.83652115,"about_ca_system_score_codex":0.040194597,"about_ca_system_score_gemma":0.035102267,"threshold_uncertainty_score":0.32888317},"labels":[],"label_agreement":null},{"id":"W4406813769","doi":"10.1057/s41599-025-04395-w","title":"To label or not? A choice experiment testing whether labelled green bonds matter to retail investors","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"University of Waterloo; York University; University of Ottawa","funders":"University of Waterloo; University of Toronto; University of Ottawa","keywords":"Bond; Business; Finance","score_opus":0.46990792836381273,"score_gpt":0.32625308429537325,"score_spread":0.14365484406843948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406813769","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":[0.9934422,0.000060288065,0.0007563949,0.00029385518,0.00007666854,0.00040371114,0.00028313702,0.000022554615,0.0046611917],"genre_scores_gemma":[0.98576504,0.00010716103,0.003466565,0.0008019277,0.00007221913,0.002187846,0.00025717213,0.000020414509,0.007321664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768114,0.0010772931,0.0001973561,0.00045206206,0.0003468054,0.0002454092],"domain_scores_gemma":[0.97316206,0.016961621,0.0054523097,0.0021535829,0.001013216,0.0012571936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053069238,0.0004811149,0.0007796617,0.00025309122,0.0012157729,0.0029904793,0.00071172905,0.0025130538,0.026026879],"category_scores_gemma":[0.025259033,0.000447957,0.00059015246,0.00024447558,0.0010758754,0.0016730082,0.0008415575,0.0021527624,0.0030784253],"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":[0.11717112,0.118045114,0.41110462,0.0029091993,0.0011465135,0.0016554018,0.032276344,0.003750278,0.073684126,0.018884322,0.016705092,0.20266794],"study_design_scores_gemma":[0.014223917,0.107869916,0.7296007,0.00070515677,0.0020565696,0.0004978678,0.019741494,0.029679148,0.027356522,0.033095974,0.034393005,0.0007797078],"about_ca_topic_score_codex":0.0010993875,"about_ca_topic_score_gemma":0.0014238742,"teacher_disagreement_score":0.026026879,"about_ca_system_score_codex":0.00047982633,"about_ca_system_score_gemma":0.0004746941,"threshold_uncertainty_score":0.08706856},"labels":[],"label_agreement":null},{"id":"W4406893827","doi":"10.1057/s41599-024-04278-6","title":"Women leadership in higher education: exploring enablers and challenges from middle-level academics’ perspective","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":17,"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":"SFU Community Trust Endowment Fund","keywords":"Perspective (graphical); Middle level; Higher education; Sociology; Pedagogy; Public relations; Political science; Psychology; Engineering; Computer science; Work (physics)","score_opus":0.9354276502643125,"score_gpt":0.39673482228566737,"score_spread":0.5386928279786452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406893827","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":[0.90208495,0.0055699674,0.004044188,0.033006907,0.00041635334,0.00011018601,0.00007587612,0.000030491343,0.054660987],"genre_scores_gemma":[0.99495584,0.0013699643,0.00057433476,0.0010806456,0.000044228855,0.000034313332,0.000015308453,0.000006870014,0.0019184345],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932066,0.0039190454,0.0001608084,0.00027687382,0.0008379964,0.0015986107],"domain_scores_gemma":[0.9947219,0.0026300154,0.0007233225,0.00014661744,0.000549703,0.001228352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008194871,0.00039743903,0.0004136413,0.0016011868,0.006293801,0.0085036,0.0008510294,0.0010392427,0.003186875],"category_scores_gemma":[0.0064477087,0.00023758998,0.00040233295,0.0013334645,0.006755064,0.00479238,0.007082616,0.001991503,0.00031633346],"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":[0.00007010623,0.0002174906,0.054650873,0.00072560227,0.00003774957,0.0018479914,0.8248034,0.0001688398,0.0012624785,0.056519773,0.0038213935,0.05587431],"study_design_scores_gemma":[0.0000056475155,0.000104462255,0.012492907,0.00048060218,0.000013732057,0.00031611967,0.93858427,0.00014319616,0.00037869334,0.0072242506,0.04023617,0.00001992969],"about_ca_topic_score_codex":0.003752646,"about_ca_topic_score_gemma":0.008884896,"teacher_disagreement_score":0.0085036,"about_ca_system_score_codex":0.0039941557,"about_ca_system_score_gemma":0.008780872,"threshold_uncertainty_score":0},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":["metaresearch"],"domain":"incentives","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4407241125","doi":"10.1057/s41599-024-03998-z","title":"There’s (not) an App for that: situating smartphones, Excel and the techno-political interfaces and infrastructures of digital solutions for COVID-19","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","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":"Coronavirus disease 2019 (COVID-19); Smartphone app; Politics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Internet privacy; Data science; World Wide Web; Computer security; Political science; Virology; Medicine","score_opus":0.1712814142767038,"score_gpt":0.367021018037823,"score_spread":0.1957396037611192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407241125","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":[0.9335269,0.00052802614,0.006534349,0.0061768405,0.00010005923,0.00013262105,0.00017286345,0.00011509007,0.05271334],"genre_scores_gemma":[0.9926523,0.00023059921,0.0026709456,0.00056537904,0.000023896646,0.0000572807,0.00004659189,0.000059056336,0.0036938558],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99753594,0.0014427669,0.000085836706,0.00027286028,0.00035793756,0.00030461253],"domain_scores_gemma":[0.9921409,0.0057999403,0.00062385085,0.0004949501,0.0005756383,0.00036464218],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00414814,0.00026618587,0.00024471112,0.0015117027,0.0038475336,0.008315837,0.00055782375,0.0014656815,0.00609512],"category_scores_gemma":[0.014269064,0.00028541344,0.00019914762,0.0015209595,0.006213429,0.007677593,0.0045512333,0.0013956147,0.0009333459],"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":[0.000116473035,0.000070175105,0.030170988,0.00028157124,0.000013447035,0.0014040536,0.87817585,0.00018180456,0.0031050723,0.02512104,0.004580539,0.056778993],"study_design_scores_gemma":[0.000009722866,0.00013183603,0.020714518,0.0005935443,0.000024589363,0.0006030701,0.87631,0.0007799809,0.0014847645,0.005241173,0.09405982,0.000047024892],"about_ca_topic_score_codex":0.005923823,"about_ca_topic_score_gemma":0.008897384,"teacher_disagreement_score":0.99615246,"about_ca_system_score_codex":0.0017106769,"about_ca_system_score_gemma":0.0018091135,"threshold_uncertainty_score":0.021937728},"labels":[],"label_agreement":null},{"id":"W4408559433","doi":"10.1057/s41599-025-04707-0","title":"Access to ınformation and social solidarity in the 2023 Turkey earthquake: disaster education as citizenship education","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Disaster Management and Resilience","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":"University of Alberta","funders":"","keywords":"Solidarity; Citizenship; Political science; Citizenship education; Sociology; Economic growth; Law; Economics","score_opus":0.11809600818225735,"score_gpt":0.4075437458648557,"score_spread":0.28944773768259835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408559433","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":[0.984914,0.00040390147,0.00096335105,0.0025360282,0.00005935195,0.000048779555,0.000040178846,0.000011704615,0.011022635],"genre_scores_gemma":[0.99804664,0.00015422705,0.00019043809,0.000187316,0.000006025543,0.000027621603,0.000011941628,0.0000033007557,0.0013723728],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964663,0.0023524452,0.000094689094,0.00013464865,0.00020520348,0.0007467625],"domain_scores_gemma":[0.9973098,0.0013620391,0.00042038265,0.00014931438,0.00020066439,0.00055777916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027527786,0.00034058045,0.00032591057,0.00052009895,0.005343413,0.0028186645,0.0006504556,0.0011383134,0.003515804],"category_scores_gemma":[0.003210468,0.00023382485,0.0002488028,0.0006102377,0.0059945504,0.0025935166,0.005248716,0.001355716,0.0002519464],"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":[0.000050920935,0.00006854776,0.008100895,0.00019907531,0.000005245521,0.0013818275,0.96891207,0.000112416106,0.00070111145,0.003975307,0.0012783521,0.015214267],"study_design_scores_gemma":[0.0000030713807,0.000048935945,0.0041117594,0.0001008995,0.0000034958819,0.00037987687,0.9766152,0.000051162937,0.0002329799,0.00036721828,0.018071938,0.000013389563],"about_ca_topic_score_codex":0.004264991,"about_ca_topic_score_gemma":0.0068316665,"teacher_disagreement_score":0.005343413,"about_ca_system_score_codex":0.0024952318,"about_ca_system_score_gemma":0.0031436665,"threshold_uncertainty_score":0.018104255},"labels":[],"label_agreement":null},{"id":"W4409037628","doi":"10.1057/s41599-025-04736-9","title":"State and social power in post-communist countries: 1996–2022","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Political Conflict and Governance","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 Saskatchewan; University of Regina","funders":"","keywords":"Communism; Power (physics); State (computer science); Political science; Economic system; Economics; Politics; Physics; Law; Computer science","score_opus":0.07408657605253982,"score_gpt":0.36149300991474936,"score_spread":0.28740643386220954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409037628","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":[0.9826271,0.00035902075,0.00011954127,0.0006391241,0.00003651959,0.000018865228,0.007084234,0.00000788037,0.009107682],"genre_scores_gemma":[0.9880752,0.00030495517,0.00007053417,0.000044777673,0.00003090716,0.000035242727,0.006364391,0.0000044003546,0.005069627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970716,0.00004218928,0.000026634138,0.000037005422,0.00007160436,0.000115393035],"domain_scores_gemma":[0.99877554,0.00017600159,0.00051210035,0.00006849592,0.00031840912,0.00014953924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007053468,0.00020780264,0.00020810601,0.0015388737,0.00063450873,0.0013657978,0.0004572148,0.0005028563,0.0035752351],"category_scores_gemma":[0.0022484397,0.00012025706,0.00022183161,0.0038049875,0.00044656216,0.0009530749,0.0010624066,0.00070332433,0.0006824899],"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":[0.0005300644,0.0002281711,0.94016993,0.00011626089,0.00018341882,0.0006672068,0.005209982,0.0027031053,0.000550933,0.006897814,0.008769578,0.03397347],"study_design_scores_gemma":[0.000011164971,0.00005219387,0.9850522,0.000019762385,0.0000119074675,0.00008181171,0.0024351736,0.0006392147,0.0002822395,0.0002546373,0.011151047,0.000008581176],"about_ca_topic_score_codex":0.089093044,"about_ca_topic_score_gemma":0.10659553,"teacher_disagreement_score":0.089093044,"about_ca_system_score_codex":0.0018830746,"about_ca_system_score_gemma":0.00073363545,"threshold_uncertainty_score":0.17714888},"labels":[],"label_agreement":null},{"id":"W4409069233","doi":"10.1057/s41599-025-04772-5","title":"Wikipedia as a cultural lens: a quantitative approach for exploring cultural networks","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":3,"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":"Agencia Estatal de Investigación; Nvidia","keywords":"Lens (geology); Through-the-lens metering; Sociology; Optics; Physics","score_opus":0.45261752970902375,"score_gpt":0.4543276132312675,"score_spread":0.0017100835222437771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409069233","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":[0.09788496,0.0015612693,0.84875405,0.0018716766,0.00017724455,0.00030915535,0.0066853925,0.00085927726,0.04189703],"genre_scores_gemma":[0.66404223,0.00081929035,0.329308,0.00013384972,0.00010679932,0.0007233116,0.001989789,0.00020932379,0.0026673872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9974324,0.001609949,0.00012462743,0.00033916882,0.0004234325,0.000070450435],"domain_scores_gemma":[0.9853262,0.010627936,0.0016489605,0.0010246418,0.00087714096,0.00049508223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032171297,0.000627325,0.0004524314,0.0146224005,0.0011967585,0.0044395593,0.00097174593,0.0007873677,0.0037497822],"category_scores_gemma":[0.019751843,0.00037640063,0.0005530746,0.011099349,0.0021137474,0.00811834,0.0027487683,0.0010232262,0.00031855362],"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":[0.000080487465,0.00008557875,0.020157045,0.0009570921,0.00030008538,0.0003150465,0.0114723295,0.018528167,0.004549941,0.8680284,0.0056575974,0.06986823],"study_design_scores_gemma":[0.00003154967,0.000071970804,0.026225656,0.000453432,0.00012697576,0.0006054475,0.014969262,0.16047817,0.00270951,0.7080422,0.08615921,0.00012658886],"about_ca_topic_score_codex":0.0059170797,"about_ca_topic_score_gemma":0.007908885,"teacher_disagreement_score":0.0146224005,"about_ca_system_score_codex":0.0015227478,"about_ca_system_score_gemma":0.0013793685,"threshold_uncertainty_score":0.017014027},"labels":[],"label_agreement":null},{"id":"W4409307120","doi":"10.1057/s41599-025-04838-4","title":"Investigating the spatiotemporally heterogeneous effects of macro and micro built environment on sexual violence against women: A case study of Mumbai","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":6,"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":"University of British Columbia; University of Hong Kong; University of Bath; Harvard University","keywords":"Macro; Macro level; Sexual violence; Psychology; Environmental science; Computer science; Criminology; Economics","score_opus":0.10547807398248603,"score_gpt":0.3635919009430355,"score_spread":0.25811382696054946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409307120","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":[0.9983523,0.00009308718,0.00021742741,0.00017243826,0.0000028453396,0.000035492187,0.00014331739,0.0000025247841,0.0009805821],"genre_scores_gemma":[0.9986008,0.00022820078,0.0003707079,0.000042571573,0.000004346547,0.000033866396,0.00008121919,0.0000028992433,0.0006354584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993278,0.00032829904,0.000026695066,0.00006294726,0.00006333386,0.00019095643],"domain_scores_gemma":[0.9993005,0.00029927606,0.0001502527,0.00006351884,0.000082192826,0.00010435449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060610054,0.0003668565,0.0003661879,0.0017816687,0.002990532,0.0011764269,0.0012647272,0.000784093,0.0026078038],"category_scores_gemma":[0.0012474942,0.00040350808,0.00047054267,0.002489507,0.0013764494,0.00059327,0.0021304027,0.00083467655,0.00020500748],"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":[0.00012617586,0.00057538383,0.8071969,0.00040948406,0.00017051726,0.046566613,0.11192917,0.0024242396,0.001613281,0.004462364,0.0015734448,0.022952382],"study_design_scores_gemma":[0.00001016824,0.0002285559,0.62659097,0.000255635,0.00010960116,0.005851603,0.35689902,0.0034057002,0.00066938036,0.0009138339,0.005013348,0.000052163443],"about_ca_topic_score_codex":0.12108504,"about_ca_topic_score_gemma":0.25690565,"teacher_disagreement_score":0.12108504,"about_ca_system_score_codex":0.0031806717,"about_ca_system_score_gemma":0.0017729542,"threshold_uncertainty_score":0.2407605},"labels":[],"label_agreement":null},{"id":"W4409338502","doi":"10.1057/s41599-025-04629-x","title":"Evaluating economic and environmental viability of recycling lithium-ion battery for electric vehicles in the middle east: a case study in the UAE","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Middle East; Battery (electricity); Lithium (medication); Lithium-ion battery; Environmental science; Waste management; Business; Engineering; Geography; Medicine; Archaeology","score_opus":0.23517483692254107,"score_gpt":0.370900242946134,"score_spread":0.13572540602359293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409338502","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":[0.9961584,0.00021956285,0.0009275299,0.00007954406,0.000003651737,0.000061251136,0.00015367067,0.000011507145,0.0023848328],"genre_scores_gemma":[0.9966162,0.00034158735,0.0017302751,0.000017252058,0.0000024266492,0.00002504932,0.00009373373,0.000006456208,0.0011670243],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99955136,0.00017360627,0.000019132154,0.000041418964,0.00010541478,0.00010897457],"domain_scores_gemma":[0.99936086,0.0003058239,0.00007411363,0.00002686715,0.0001752844,0.000057098572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009694032,0.0006848185,0.00049083726,0.0016599061,0.0011130298,0.0019297895,0.0007369519,0.0011664734,0.001113708],"category_scores_gemma":[0.001187945,0.00027093443,0.0008556719,0.0014586014,0.00071383076,0.00093541876,0.0007317045,0.00048112386,0.00016224106],"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":[0.0021630547,0.0035386193,0.2378274,0.0016735606,0.00085022324,0.060613897,0.00371176,0.51735175,0.032378513,0.01982923,0.0030694634,0.11699255],"study_design_scores_gemma":[0.00023670518,0.003701179,0.24654126,0.00047110798,0.0010056526,0.0049353405,0.046532888,0.62505704,0.04862734,0.005460593,0.017073993,0.00035683956],"about_ca_topic_score_codex":0.06963913,"about_ca_topic_score_gemma":0.08450697,"teacher_disagreement_score":0.06963913,"about_ca_system_score_codex":0.004557407,"about_ca_system_score_gemma":0.0015779313,"threshold_uncertainty_score":0.13846761},"labels":[],"label_agreement":null},{"id":"W4409489794","doi":"10.1057/s41599-025-04881-1","title":"Musical scales optimize pitch spacing: a global analysis of traditional vocal music","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Music and Audio Processing","field":"Computer Science","cited_by":3,"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 Waterloo; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Pitch (Music); Musical; Speech recognition; Vocal music; Computer science; Acoustics; Music; Art; Music education; Visual arts; Physics","score_opus":0.1786772454368312,"score_gpt":0.3286486352998225,"score_spread":0.14997138986299133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409489794","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":[0.94421256,0.00018176873,0.05223013,0.00007915098,0.0000060438892,0.00002488367,0.00021826586,0.000097357006,0.0029498308],"genre_scores_gemma":[0.99215615,0.000042430074,0.0074323863,0.000007876069,0.0000064160595,0.000011746684,0.00010868876,0.000026154801,0.00020812303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997969,0.000053973166,0.000009681378,0.00007382733,0.00003386863,0.00003172985],"domain_scores_gemma":[0.9991295,0.0004972242,0.00013450345,0.00010573379,0.000066323184,0.00006671803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049726845,0.00024967513,0.00039854462,0.0010764694,0.0002956624,0.0011167603,0.00031638352,0.00016757875,0.0019856696],"category_scores_gemma":[0.0027511234,0.00016433222,0.0005646139,0.00082616514,0.00075798715,0.0009011123,0.0007677199,0.00041226682,0.00017918833],"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":[0.0012600939,0.00021002334,0.4158027,0.0006685574,0.0007280848,0.00078646623,0.010269821,0.11326372,0.094502114,0.030583065,0.0016476623,0.3302777],"study_design_scores_gemma":[0.00003498436,0.00018015476,0.72038996,0.000031865413,0.00015440903,0.00021584412,0.0031106346,0.24911316,0.002729478,0.022437628,0.0015439881,0.000057933827],"about_ca_topic_score_codex":0.0019779198,"about_ca_topic_score_gemma":0.0021555452,"teacher_disagreement_score":0.0019856696,"about_ca_system_score_codex":0.00026348187,"about_ca_system_score_gemma":0.00025144915,"threshold_uncertainty_score":0.0066426992},"labels":[],"label_agreement":null},{"id":"W4410191200","doi":"10.1057/s41599-025-04757-4","title":"The neurotechnology patent landscape in a time of neuroethics","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","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 Calgary; NeuroDevNet; University of British Columbia","funders":"","keywords":"Neuroethics; Neuroscience; Psychology","score_opus":0.2652396765433946,"score_gpt":0.36871502688874397,"score_spread":0.10347535034534938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410191200","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":[0.23762819,0.019370334,0.16895297,0.27410513,0.0025692256,0.0017266574,0.00084644393,0.0003651177,0.29443598],"genre_scores_gemma":[0.8428235,0.0063277227,0.09265643,0.033503737,0.0012425897,0.0015596561,0.00031836666,0.00022756729,0.021340458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.93944174,0.03028776,0.0038258515,0.005025427,0.01931757,0.0021017152],"domain_scores_gemma":[0.8047035,0.14837863,0.01382656,0.013577123,0.016177872,0.0033362694],"candidate_categories":["bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.08945196,0.00042437538,0.0008631788,0.0076592895,0.0091909105,0.024264844,0.0016129123,0.006782264,0.006833223],"category_scores_gemma":[0.17137001,0.00046481035,0.00097529974,0.0065495917,0.01662639,0.022763366,0.0074776215,0.008309874,0.0013705043],"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":[0.0001393721,0.00014758835,0.009761853,0.00029799793,0.00003565655,0.00078668044,0.011469096,0.000402663,0.0019622385,0.8226211,0.012921209,0.13945465],"study_design_scores_gemma":[0.00006394295,0.00036365882,0.015582581,0.0030467054,0.000121814766,0.0023069745,0.015893664,0.0026116555,0.0054508764,0.65504414,0.29934612,0.00016781683],"about_ca_topic_score_codex":0.0020162677,"about_ca_topic_score_gemma":0.0044711684,"teacher_disagreement_score":0.9923407,"about_ca_system_score_codex":0.006420083,"about_ca_system_score_gemma":0.015859801,"threshold_uncertainty_score":0.47307283},"labels":[],"label_agreement":null},{"id":"W4410572238","doi":"10.1057/s41599-025-05008-2","title":"Children supervising children across low- and middle-income countries: the role of mothers’ education","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Family Support in Illness","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":false,"ca_institutions":"Université de Sherbrooke; McMaster University; University of Ottawa; Douglas Mental Health University Institute; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Low and middle income countries; Low income; Psychology; Demographic economics; Developmental psychology; Geography; Economic growth; Economics; Developing country","score_opus":0.03979106690833383,"score_gpt":0.32795816524055466,"score_spread":0.2881670983322208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410572238","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":[0.9897361,0.00550352,0.00008438995,0.0015557751,0.000031271393,0.000014069377,0.00021842375,0.0000031542745,0.002853287],"genre_scores_gemma":[0.9980348,0.0016554024,0.000050714327,0.000059638747,0.000009714454,0.000005334872,0.000053663793,0.0000012501431,0.00012959116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878734,0.00047989585,0.000069629095,0.00013913732,0.00013937053,0.00038453593],"domain_scores_gemma":[0.9976406,0.0007202513,0.0007510342,0.00007301859,0.00019628086,0.00061882223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014192936,0.00030737917,0.0004132206,0.0008949507,0.0011715785,0.0013626887,0.0006652539,0.00037067695,0.0027966178],"category_scores_gemma":[0.004080548,0.0002315517,0.00032126345,0.0011396327,0.0010184912,0.0008192221,0.0021646845,0.0007134818,0.00011720108],"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":[0.00005033666,0.000045906243,0.96575236,0.0001838917,0.000083718485,0.0003531187,0.010831829,0.00008243431,0.00008802755,0.0005581172,0.0008443986,0.021125847],"study_design_scores_gemma":[0.0000035857274,0.00003772203,0.98432493,0.0004427187,0.000046867943,0.00013124823,0.013532982,0.000071670926,0.000028713723,0.00010858926,0.0012649555,0.0000059776685],"about_ca_topic_score_codex":0.06684829,"about_ca_topic_score_gemma":0.0844922,"teacher_disagreement_score":0.06684829,"about_ca_system_score_codex":0.0012005767,"about_ca_system_score_gemma":0.0018545549,"threshold_uncertainty_score":0.13291836},"labels":[],"label_agreement":null},{"id":"W4410747573","doi":"10.1057/s41599-025-04959-w","title":"Two-stage polytomous attribute estimation for cognitive diagnostic models: overcoming computational challenges in large-scale assessments with many polytomous attributes","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Bayesian Modeling and Causal Inference","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":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Polytomous Rasch model; Cognition; Scale (ratio); Stage (stratigraphy); Estimation; Computer science; Econometrics; Cognitive psychology; Item response theory; Psychology; Mathematics; Psychometrics; Clinical psychology; Psychiatry; Economics; Geography; Biology","score_opus":0.18562632679042393,"score_gpt":0.37461135454861355,"score_spread":0.18898502775818962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410747573","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":[0.025584878,0.00015776386,0.9731609,0.00033744675,0.000017017159,0.0001223939,0.00006952121,0.00026003274,0.0002900803],"genre_scores_gemma":[0.3144975,0.00016026653,0.6838268,0.0002068488,0.000047237776,0.00038860439,0.00027764664,0.000051615087,0.00054346886],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99388885,0.004634527,0.00022013151,0.0006508028,0.00046956373,0.00013605825],"domain_scores_gemma":[0.9395135,0.05411753,0.0016242123,0.0028030572,0.001369499,0.0005721427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01628739,0.0007941131,0.0013055799,0.001358738,0.0008391816,0.0015522682,0.0023048345,0.0013632708,0.0019539609],"category_scores_gemma":[0.06097193,0.00077302055,0.0011463615,0.0014156733,0.0013228927,0.0021445856,0.0025068736,0.0033990552,0.00033436497],"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":[0.00051575986,0.0003410041,0.031484533,0.00032802802,0.00038232774,0.00023896384,0.0009104289,0.6168828,0.0017442823,0.06945095,0.0024109394,0.27531],"study_design_scores_gemma":[0.000028506367,0.000031453055,0.0010123212,0.00001690458,0.000017956188,0.000033906526,0.000033852793,0.9756866,0.00026396973,0.022447215,0.00041220264,0.0000151221275],"about_ca_topic_score_codex":0.009910839,"about_ca_topic_score_gemma":0.013691043,"teacher_disagreement_score":0.01628739,"about_ca_system_score_codex":0.0012390481,"about_ca_system_score_gemma":0.0032276039,"threshold_uncertainty_score":0.08613694},"labels":[],"label_agreement":null},{"id":"W4411198277","doi":"10.1057/s41599-025-05114-1","title":"What makes online political ads unacceptable? Interrogating public attitudes to inform regulatory responses","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Social Media and Politics","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 Toronto","funders":"Leverhulme Trust","keywords":"Politics; Public opinion; Political science; Public relations; Internet privacy; Advertising; Business; Computer science; Law","score_opus":0.26125738367236706,"score_gpt":0.45012286631484283,"score_spread":0.18886548264247577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411198277","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":[0.9777519,0.000068249865,0.0013397223,0.0014804612,0.00003009113,0.00005570333,0.00007432648,0.000013680351,0.019185852],"genre_scores_gemma":[0.9988325,0.000055358487,0.0003526868,0.00028805944,0.000020607235,0.000030790783,0.000022409082,0.000005686083,0.0003918514],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9795944,0.014848142,0.0008899191,0.0005776002,0.0032680496,0.0008219312],"domain_scores_gemma":[0.8888139,0.07699033,0.019601407,0.0036675774,0.009398189,0.0015285909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02155214,0.00021151878,0.00026326114,0.0023273749,0.0018249159,0.005950649,0.00039953442,0.001184953,0.0030470684],"category_scores_gemma":[0.066663474,0.0002496035,0.00028833197,0.0014599034,0.0038477255,0.0026528677,0.0018561169,0.002217108,0.0005356751],"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":[0.00047462835,0.0008479518,0.5467826,0.0005280286,0.00008926026,0.0006230405,0.34507176,0.0005735559,0.007832679,0.02325434,0.0036849317,0.070237204],"study_design_scores_gemma":[0.00004532587,0.0006378712,0.40809777,0.0006581806,0.000100752775,0.0005813134,0.52379745,0.0042011067,0.005511386,0.010461291,0.045749966,0.00015769187],"about_ca_topic_score_codex":0.0026399775,"about_ca_topic_score_gemma":0.0029956275,"teacher_disagreement_score":0.02155214,"about_ca_system_score_codex":0.0018739589,"about_ca_system_score_gemma":0.0010940916,"threshold_uncertainty_score":0.113979995},"labels":[],"label_agreement":null},{"id":"W4411334640","doi":"10.1057/s41599-025-04675-5","title":"Estimating the impact of the Russian invasion on the displacement of graduating high school students in Ukraine","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Migration, Health and Trauma","field":"Psychology","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":"York University; Simons Foundation Autism Research Initiative","keywords":"Displacement (psychology); Mathematics education; Political science; Geography; Psychology","score_opus":0.14368023686004763,"score_gpt":0.4417141511598335,"score_spread":0.2980339142997859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411334640","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":[0.99587184,0.00009163163,0.00045965932,0.00014271626,0.000008965187,0.000010067668,0.0027497592,0.000014411891,0.00065090304],"genre_scores_gemma":[0.99580956,0.0000629427,0.0002693726,0.000021423386,0.0000044780254,0.000012647213,0.0035141641,0.0000034588352,0.0003019619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917465,0.0002877736,0.0000685076,0.00017625623,0.0001206587,0.00017217817],"domain_scores_gemma":[0.9978089,0.00062238745,0.00071379944,0.00022932807,0.00037299792,0.0002525572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012805016,0.000298425,0.00035897404,0.0011359331,0.0005140706,0.0010927286,0.00058725406,0.00039439456,0.0016038921],"category_scores_gemma":[0.0054253684,0.00021284635,0.00056914357,0.0011556888,0.00043002755,0.0005856937,0.0020348432,0.0007430596,0.00059622165],"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":[0.000024864177,0.000022347505,0.9938069,0.000012514375,0.00005277967,0.0000608516,0.00021953958,0.0023412409,0.00005450771,0.00018952641,0.0005625261,0.0026524458],"study_design_scores_gemma":[0.0000036429576,0.000047404254,0.9869218,0.00003042425,0.000030788022,0.0000417571,0.0022858887,0.008937539,0.0001874635,0.0001561009,0.001346681,0.000010525115],"about_ca_topic_score_codex":0.10631873,"about_ca_topic_score_gemma":0.0706505,"teacher_disagreement_score":0.10631873,"about_ca_system_score_codex":0.0011052302,"about_ca_system_score_gemma":0.0015308813,"threshold_uncertainty_score":0.21139973},"labels":[],"label_agreement":null},{"id":"W4411509273","doi":"10.1057/s41599-025-05083-5","title":"Mapping technological futures: anticipatory discourse through text mining","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Climate Change Communication and Perception","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":"Brandon University; Brandon Regional Health Authority","funders":"České Vysoké Učení Technické v Praze","keywords":"Futures contract; Linguistics; Computer science; Data science; Psychology; Natural language processing; Business; Philosophy; Finance","score_opus":0.7106462614693452,"score_gpt":0.5184764233353784,"score_spread":0.19216983813396682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411509273","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":[0.910842,0.0017362075,0.045417286,0.00440891,0.00029114127,0.0006861466,0.012857908,0.00048122546,0.02327921],"genre_scores_gemma":[0.9460646,0.0010665487,0.04165299,0.00029221902,0.00028854256,0.0006284191,0.0070052617,0.000078632875,0.0029229023],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976291,0.0010503315,0.0002751979,0.00036286446,0.0005469494,0.00013560391],"domain_scores_gemma":[0.97860765,0.017877873,0.0018127088,0.00046295123,0.0010412857,0.000197494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041953134,0.00053507014,0.00030724236,0.007238347,0.0010267455,0.0033574384,0.000632812,0.0007558575,0.0023881304],"category_scores_gemma":[0.016685728,0.00018312407,0.00034962187,0.0052108807,0.0008540783,0.00557755,0.0017402471,0.0007813355,0.0008964647],"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":[0.0007582573,0.0003863849,0.13842572,0.003765458,0.00019463092,0.002637653,0.16286452,0.004557873,0.027066836,0.023276793,0.026038613,0.61002725],"study_design_scores_gemma":[0.00008591619,0.0004070557,0.24240714,0.0023232896,0.00028353086,0.0011842066,0.33453044,0.10901209,0.01914607,0.06510994,0.2252131,0.0002972193],"about_ca_topic_score_codex":0.0019683319,"about_ca_topic_score_gemma":0.0032933303,"teacher_disagreement_score":0.007238347,"about_ca_system_score_codex":0.00087751047,"about_ca_system_score_gemma":0.00090850826,"threshold_uncertainty_score":0.022187233},"labels":[],"label_agreement":null},{"id":"W4411886131","doi":"10.1057/s41599-025-05184-1","title":"Navigating ethical decision-making in digital transformation: ethical climate, digital competence, and person-organization fit in China’s banking sector","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Ethics in Business and Education","field":"Decision 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":"Institute on Governance","funders":"Southwest University","keywords":"China; Competence (human resources); Digital transformation; Business; Ethical values; Engineering ethics; Psychology; Knowledge management; Political science; Computer science; Engineering; Social psychology; Law","score_opus":0.20673305404148468,"score_gpt":0.4325786692963901,"score_spread":0.22584561525490543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411886131","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":[0.99867,0.00002423941,0.00018634633,0.00014484956,0.0000022075233,0.00000781789,0.0000045892175,0.0000011155126,0.0009588903],"genre_scores_gemma":[0.99985075,0.000011186229,0.00004078993,0.000016924758,7.844242e-7,0.0000028870033,0.0000046510913,3.156697e-7,0.0000716339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977228,0.0009228169,0.00015945554,0.00020680054,0.000515415,0.00047265462],"domain_scores_gemma":[0.99358493,0.0020610273,0.0020213176,0.00027096408,0.00060566934,0.001456013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032150385,0.00019674687,0.00020427401,0.0011891645,0.0018563678,0.0026342284,0.00036507924,0.00057577895,0.0018357289],"category_scores_gemma":[0.0057283803,0.00015699089,0.00023570213,0.0009886195,0.002923611,0.0013580925,0.0025947934,0.0007986466,0.00011851542],"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":[0.000050683833,0.0003500557,0.95082533,0.00004265191,0.000031305466,0.00028167802,0.031071637,0.00049918954,0.0006841692,0.0018923784,0.0002461767,0.014024766],"study_design_scores_gemma":[0.000008554916,0.00008325644,0.94816905,0.000045908117,0.000012795776,0.00007459359,0.04606293,0.002544914,0.00028918136,0.0015883241,0.0010987985,0.000021785869],"about_ca_topic_score_codex":0.012007792,"about_ca_topic_score_gemma":0.01835065,"teacher_disagreement_score":0.012007792,"about_ca_system_score_codex":0.0027817462,"about_ca_system_score_gemma":0.003984226,"threshold_uncertainty_score":0.023875833},"labels":[],"label_agreement":null},{"id":"W4412168827","doi":"10.1057/s41599-025-05450-2","title":"The echoes of social media friends’ travels: social influence and venue selection in a hyperconnected world","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Digital Marketing and Social Media","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":"Toronto Metropolitan University","funders":"","keywords":"Social media; Selection (genetic algorithm); Advertising; Media studies; Sociology; Social psychology; Internet privacy; Psychology; Computer science; World Wide Web; Business; Artificial intelligence","score_opus":0.07285014150973827,"score_gpt":0.3353383694363923,"score_spread":0.262488227926654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412168827","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":[0.9956428,0.00008893759,0.0006116242,0.00010075461,0.0000043101045,0.0000057030493,0.0000962296,0.000008086527,0.0034416725],"genre_scores_gemma":[0.99960345,0.00003420378,0.00014196933,0.00000839289,0.000005668481,0.000002464112,0.000043866785,0.000003498217,0.00015637655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995065,0.00023113078,0.000025126998,0.000087353925,0.00009647432,0.000053346765],"domain_scores_gemma":[0.99484587,0.0027084213,0.0012396935,0.00036574446,0.0003564307,0.00048396992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056180614,0.00012567369,0.0002521365,0.0016918756,0.00058896263,0.002345962,0.00032106563,0.0003487668,0.002401988],"category_scores_gemma":[0.0061275037,0.00015580458,0.0002024446,0.0017105752,0.0009327448,0.0023664953,0.0015301964,0.00043683941,0.00025636697],"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":[0.00023245854,0.000106542844,0.94664717,0.000098488854,0.00019198371,0.00032724527,0.018552486,0.00089137326,0.002341811,0.0034742765,0.0005452161,0.026590891],"study_design_scores_gemma":[0.000007853014,0.00007574642,0.9718284,0.000030711475,0.00007519782,0.00029990877,0.017929982,0.0039633084,0.0004623696,0.0020823914,0.0032154783,0.000028639706],"about_ca_topic_score_codex":0.0054755085,"about_ca_topic_score_gemma":0.011019749,"teacher_disagreement_score":0.0054755085,"about_ca_system_score_codex":0.0003391029,"about_ca_system_score_gemma":0.00017040549,"threshold_uncertainty_score":0.010887325},"labels":[],"label_agreement":null},{"id":"W4412506797","doi":"10.1057/s41599-025-05486-4","title":"Green versus non-green technology innovation and environmental quality: Cointegration and counterfactual analysis","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cointegration; Counterfactual thinking; Environmental quality; Economics; Quality (philosophy); Econometrics; Political science; Psychology; Physics","score_opus":0.10016968190000558,"score_gpt":0.28780139657354603,"score_spread":0.18763171467354045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412506797","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":[0.9547936,0.0011830091,0.037677467,0.0013546991,0.00017694972,0.00019958445,0.0009050045,0.0001726953,0.0035369734],"genre_scores_gemma":[0.9923085,0.00059297954,0.004538708,0.00009424456,0.00005182055,0.00010512156,0.0007466084,0.000013388103,0.0015486797],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99435943,0.0036239594,0.0003328278,0.00055204495,0.00047337444,0.00065835327],"domain_scores_gemma":[0.9662343,0.0262712,0.0040784474,0.0016953079,0.0013669329,0.0003538005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010894586,0.0006604689,0.0013634936,0.001902082,0.00086330593,0.0030283316,0.0016479683,0.0015869176,0.003338687],"category_scores_gemma":[0.025237802,0.00028421753,0.0025490143,0.0027662353,0.0021753067,0.0014955985,0.0014986835,0.0019609716,0.00027813966],"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":[0.0011092647,0.0010550693,0.32271385,0.0004295185,0.0021415858,0.0020502303,0.0010129361,0.40216175,0.0012696877,0.21993837,0.004458273,0.041659556],"study_design_scores_gemma":[0.00014797182,0.00034600406,0.04886547,0.00005603291,0.0007502184,0.00012296789,0.0006850796,0.9262951,0.0011436961,0.018687285,0.002832911,0.00006724956],"about_ca_topic_score_codex":0.18288335,"about_ca_topic_score_gemma":0.06832993,"teacher_disagreement_score":0.18288335,"about_ca_system_score_codex":0.00310953,"about_ca_system_score_gemma":0.003934611,"threshold_uncertainty_score":0.3636377},"labels":[],"label_agreement":null},{"id":"W4412738614","doi":"10.1057/s41599-025-05370-1","title":"Identifying the social mechanisms for multiracial-monoracial health disparities","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":3,"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":"Health equity; Social determinants of health; Psychology; Medicine; Gerontology; Public health; Nursing","score_opus":0.37973610396798746,"score_gpt":0.5118726243366148,"score_spread":0.13213652036862739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412738614","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":[0.99272716,0.0007996654,0.0008767793,0.0015711418,0.000021037255,0.000024636618,0.0001535457,0.0000069136986,0.0038190854],"genre_scores_gemma":[0.9992416,0.00020479748,0.00022357103,0.00008945412,0.000010677161,0.000009717726,0.00004699941,0.0000010460311,0.00017216525],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990345,0.00042505935,0.000038066242,0.00014057975,0.00011475404,0.00024691861],"domain_scores_gemma":[0.9975368,0.00066978944,0.0010386682,0.00026378865,0.00016784323,0.0003232891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017343179,0.00022948481,0.00023639601,0.0011125761,0.0014838913,0.0010711332,0.0004401269,0.0003815397,0.00393554],"category_scores_gemma":[0.0047299243,0.00013059759,0.0004733557,0.000777536,0.00088443153,0.0009829693,0.0026856062,0.0007950201,0.00012142638],"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":[0.00003461199,0.00020528046,0.96341217,0.000048469,0.00014970191,0.00010538955,0.0024403327,0.00016904392,0.00040528429,0.007224157,0.00056042284,0.025245091],"study_design_scores_gemma":[0.0000045755264,0.000041504572,0.9869985,0.00009072377,0.00006100178,0.000062796986,0.004680946,0.0008680195,0.00020569182,0.00585719,0.001119638,0.000009321369],"about_ca_topic_score_codex":0.016805554,"about_ca_topic_score_gemma":0.041302115,"teacher_disagreement_score":0.016805554,"about_ca_system_score_codex":0.00079953676,"about_ca_system_score_gemma":0.0018915676,"threshold_uncertainty_score":0.033415496},"labels":[],"label_agreement":null},{"id":"W4413059065","doi":"10.1057/s41599-025-05481-9","title":"A call for transdisciplinary trust research in the artificial intelligence era","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":11,"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":"Sociology; Political science; Data science; Engineering ethics; Knowledge management; Computer science; Engineering","score_opus":0.7718515962220422,"score_gpt":0.5920419727360096,"score_spread":0.1798096234860327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413059065","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":[0.0032474615,0.10769128,0.016679587,0.8568498,0.0044123293,0.00009300811,0.00020684184,0.000083999934,0.010735803],"genre_scores_gemma":[0.338157,0.24912108,0.07910043,0.30643377,0.019193932,0.0015334226,0.0007721961,0.00032057424,0.0053675435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.87049484,0.09890832,0.0059292708,0.0066479733,0.013880881,0.004138741],"domain_scores_gemma":[0.43969482,0.42872867,0.022166794,0.033890426,0.053130575,0.022388713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.16948369,0.0008866903,0.0041824984,0.016490797,0.0067029265,0.032990836,0.004493953,0.013006465,0.013777135],"category_scores_gemma":[0.22955917,0.0009930161,0.0029562227,0.018220417,0.034097824,0.08190235,0.019412257,0.020446677,0.0024959738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015506166,0.00018085253,0.0064899307,0.0067720334,0.0007492799,0.00036051043,0.018315723,0.00080265343,0.000425073,0.68357044,0.08705514,0.19512331],"study_design_scores_gemma":[0.00004831965,0.00009454719,0.0037390413,0.014341952,0.00017194555,0.00029482736,0.029722294,0.00067942246,0.00016961445,0.66765565,0.28295684,0.00012552396],"about_ca_topic_score_codex":0.008121097,"about_ca_topic_score_gemma":0.010797094,"teacher_disagreement_score":0.16948369,"about_ca_system_score_codex":0.019626554,"about_ca_system_score_gemma":0.04973322,"threshold_uncertainty_score":0.8963261},"labels":[],"label_agreement":null},{"id":"W4413361450","doi":"10.1057/s41599-025-05632-y","title":"The associations between three mattering measures and exhaustion, loneliness, self-esteem, and hope across different educational levels: insights from primary, middle, high school, and university students","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Optimism, Hope, and Well-being","field":"Psychology","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":"Ontario Centre of Excellence for Child and Youth Mental Health; York University","funders":"","keywords":"Loneliness; Psychology; Self-esteem; Developmental psychology; Social psychology","score_opus":0.1041711373432071,"score_gpt":0.3386563270173961,"score_spread":0.23448518967418902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413361450","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":[0.9997973,0.00002217046,0.00001910987,0.000013697161,7.2408443e-7,0.000002791303,0.000014624098,4.403092e-7,0.0001291766],"genre_scores_gemma":[0.9998547,0.000025798812,0.000037573256,0.00000601238,0.0000011520762,0.0000053480576,0.000022351594,4.0227576e-7,0.00004666209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995259,0.00015092288,0.000052304986,0.00006760086,0.00008243032,0.00012083771],"domain_scores_gemma":[0.9979867,0.00058370555,0.00064685434,0.00010452387,0.0002005386,0.00047770547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011436952,0.00020281071,0.0004066758,0.0014632354,0.0008978162,0.0010118767,0.00029066726,0.00038280868,0.00094965857],"category_scores_gemma":[0.0031327487,0.0002357547,0.00055151427,0.001133101,0.00063488685,0.0005544942,0.0013801837,0.0006834353,0.00010049259],"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":[0.000043926135,0.00013033503,0.9902554,0.000018570785,0.000033642966,0.0000418725,0.0044204146,0.000027079146,0.0002457114,0.00006545487,0.00004182166,0.0046757483],"study_design_scores_gemma":[0.0000011071935,0.00003989692,0.9952924,0.000005197139,0.000010468406,0.000023666,0.0044060796,0.00007255725,0.00005257642,0.000032248834,0.00006082034,0.0000028228235],"about_ca_topic_score_codex":0.006391412,"about_ca_topic_score_gemma":0.015325916,"teacher_disagreement_score":0.006391412,"about_ca_system_score_codex":0.00042867896,"about_ca_system_score_gemma":0.0005230543,"threshold_uncertainty_score":0.0127084255},"labels":[],"label_agreement":null},{"id":"W4413843696","doi":"10.1057/s41599-025-05769-w","title":"Decoding ethnic tourism: a comprehensive analysis of global trends, key themes, and knowledge frameworks","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Diverse Aspects of Tourism Research","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":"Ministry of Education of the People's Republic of China; National Social Science Fund of China; National Natural Science Foundation of China","keywords":"Ethnic group; Tourism; Key (lock); Decoding methods; Political science; Sociology; Geography; Computer science; Anthropology; Telecommunications; Archaeology","score_opus":0.19772576682650012,"score_gpt":0.45468193099373144,"score_spread":0.2569561641672313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413843696","genre_codex":"empirical","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":[0.81169206,0.12906429,0.009043125,0.008329503,0.00038650067,0.00047120277,0.010563323,0.00015949548,0.030290518],"genre_scores_gemma":[0.907258,0.067406796,0.017194094,0.00073784054,0.00019109958,0.00044210796,0.0052100923,0.000071844435,0.0014881197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959728,0.0011584394,0.0010544196,0.00047733678,0.0010930814,0.00024381919],"domain_scores_gemma":[0.9774505,0.014950348,0.0029769272,0.0007200547,0.0034415163,0.00046070604],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.011223141,0.0004017107,0.000848563,0.04747363,0.001310735,0.005722265,0.0005503225,0.0005544025,0.0014497952],"category_scores_gemma":[0.020252729,0.00023528474,0.0006895238,0.07111423,0.0014047741,0.0060329647,0.0033203855,0.00052404735,0.0002900624],"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":[0.0001514829,0.00006171668,0.23380868,0.03358432,0.0008074302,0.0019820167,0.12673508,0.0009853803,0.00502951,0.021154176,0.008170866,0.5675293],"study_design_scores_gemma":[0.000020436832,0.0001730558,0.4543226,0.034265526,0.0011804982,0.001772371,0.32457894,0.0021939683,0.002247502,0.016192816,0.16292034,0.00013188914],"about_ca_topic_score_codex":0.0066523617,"about_ca_topic_score_gemma":0.01316879,"teacher_disagreement_score":0.9525264,"about_ca_system_score_codex":0.0023725077,"about_ca_system_score_gemma":0.0088277245,"threshold_uncertainty_score":0.059354305},"labels":[],"label_agreement":null},{"id":"W4414098413","doi":"10.1057/s41599-025-05866-w","title":"Language endangerment in Vanuatu: Bislama likely does pose a threat in the world’s most language-diverse country","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Multilingual Education and Policy","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":"Indigenous; Face (sociological concept); State (computer science); Traditional knowledge; Quarter (Canadian coin)","score_opus":0.11139198570118222,"score_gpt":0.4626569042262012,"score_spread":0.35126491852501895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414098413","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":[0.62876636,0.18312457,0.0016016231,0.06972908,0.0012482842,0.00006463115,0.00023173267,0.000036630063,0.115197025],"genre_scores_gemma":[0.94713897,0.045050196,0.0010732774,0.0032497686,0.00007990935,0.00002866732,0.00007832813,0.000008701266,0.0032921205],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991817,0.00039250666,0.000043363303,0.00007703718,0.000106501575,0.00019887324],"domain_scores_gemma":[0.9985629,0.0008026064,0.00026105356,0.000035971403,0.00022644912,0.0001110873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746797,0.00023885237,0.00021665062,0.000824719,0.002375591,0.0028726687,0.0008582257,0.0013030085,0.0033878188],"category_scores_gemma":[0.0027023468,0.00011414894,0.00013516253,0.0011868837,0.003106317,0.0024991254,0.0025985937,0.0015287437,0.00017992967],"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":[0.00031529125,0.00022235615,0.06472316,0.012357055,0.00017153438,0.008715932,0.12514517,0.0013360614,0.00888322,0.2931192,0.018832894,0.46617815],"study_design_scores_gemma":[0.0000148467025,0.00027000878,0.08946383,0.01816397,0.00018855817,0.0034947947,0.36999545,0.00085319014,0.005663963,0.049630944,0.46211836,0.00014217327],"about_ca_topic_score_codex":0.04767079,"about_ca_topic_score_gemma":0.07947917,"teacher_disagreement_score":0.04767079,"about_ca_system_score_codex":0.002980174,"about_ca_system_score_gemma":0.0059017483,"threshold_uncertainty_score":0.094786584},"labels":[],"label_agreement":null},{"id":"W4414602263","doi":"10.1057/s41599-025-05834-4","title":"LLMs as annotators: the effect of party cues on labelling decisions by large language models","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Topic Modeling","field":"Computer 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":"Western University","funders":"Universität Wien","keywords":"Politics; Statement (logic); Test (biology); Motivated reasoning; Replicate","score_opus":0.07625001237173913,"score_gpt":0.3429990491010771,"score_spread":0.266749036729338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414602263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73537993,0.0025629497,0.22345813,0.0049354727,0.0011522209,0.0015948677,0.0020205036,0.003041473,0.02585449],"genre_scores_gemma":[0.93041813,0.0002587017,0.060258146,0.0028180948,0.00021481226,0.0012289807,0.0014826669,0.000888212,0.0024322635],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.82124525,0.14695911,0.006561264,0.014388354,0.009535736,0.0013103031],"domain_scores_gemma":[0.30736634,0.5910538,0.036641665,0.049576584,0.01279397,0.002567654],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.10631556,0.0020002706,0.0014543945,0.0016041701,0.0024314274,0.0048427754,0.002078812,0.0031109154,0.004189137],"category_scores_gemma":[0.5048245,0.001311302,0.0012299769,0.0019826735,0.0040146303,0.0076333475,0.0069460124,0.0041967803,0.0025991388],"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":[0.01814,0.0011267797,0.36370462,0.004532148,0.004283752,0.0011747418,0.056989525,0.036022633,0.0747926,0.029629834,0.031909946,0.3776935],"study_design_scores_gemma":[0.003174563,0.003621881,0.23725377,0.0020562853,0.0018543329,0.0027110782,0.014124866,0.43264797,0.08759615,0.15679759,0.056253944,0.0019076763],"about_ca_topic_score_codex":0.0053903908,"about_ca_topic_score_gemma":0.008509548,"teacher_disagreement_score":0.89368445,"about_ca_system_score_codex":0.0022055642,"about_ca_system_score_gemma":0.001849814,"threshold_uncertainty_score":0.5622572},"labels":[],"label_agreement":null},{"id":"W4414663776","doi":"10.1057/s41599-025-05849-x","title":"Investigating the nonlinear nexus between natural resources, digitization, economic policy uncertainty, and financial structure in Canada","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","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":"Natural resource; Nexus (standard); Quantile regression; Resource (disambiguation); Leverage (statistics); Financial sector development; Resource curse; Digitization; Quality (philosophy)","score_opus":0.04347011570168535,"score_gpt":0.2594503670743647,"score_spread":0.21598025137267934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414663776","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":[0.98699886,0.00037629047,0.00068020343,0.0011147906,0.000005637428,0.000017840963,0.0035458955,0.000020530455,0.00723991],"genre_scores_gemma":[0.997349,0.00018626977,0.0002396539,0.00003647314,0.0000018889748,0.0000036092567,0.00094359665,0.0000039148163,0.0012355129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995763,0.000034315235,0.000016478612,0.00005327088,0.00014841546,0.00017120631],"domain_scores_gemma":[0.99725777,0.0005503749,0.0005430912,0.000107642256,0.0012376911,0.00030354265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007975997,0.00013644608,0.00023666683,0.0014607037,0.001240155,0.0016998281,0.0005645405,0.00022994807,0.002995058],"category_scores_gemma":[0.0046654083,0.00010615095,0.00030317248,0.004100264,0.0008902586,0.00048116746,0.0008414496,0.00054366264,0.00013496149],"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":[0.00006733379,0.000044380395,0.95930356,0.000041822615,0.00007538489,0.00015718109,0.0010676502,0.008337124,0.00022530918,0.0078048925,0.0033593308,0.019516006],"study_design_scores_gemma":[0.000005685793,0.000012199076,0.97672653,0.00004113303,0.000039540875,0.00002205149,0.0030456884,0.01241992,0.0003684041,0.0009521167,0.006343224,0.000023477585],"about_ca_topic_score_codex":0.99474597,"about_ca_topic_score_gemma":0.99539953,"teacher_disagreement_score":0.028707199,"about_ca_system_score_codex":0.028707199,"about_ca_system_score_gemma":0.030293947,"threshold_uncertainty_score":0.20828629},"labels":[],"label_agreement":null},{"id":"W4414704862","doi":"10.1057/s41599-025-05870-0","title":"Construction of a Space–Scene–Scenario (3S) research framework in human geography in the AI era and its interdisciplinary applications","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Geographic Information Systems Studies","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":"National Natural Science Foundation of China; Nanjing Normal University","keywords":"Human geography; Time geography; Optimal distinctiveness theory; Sociocultural evolution; Context (archaeology); Conceptual framework; Flexibility (engineering); Human science","score_opus":0.13743609569970616,"score_gpt":0.44810597742271774,"score_spread":0.3106698817230116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414704862","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029203929,0.0105825765,0.71375036,0.03737013,0.0007625034,0.0007518121,0.00064378144,0.00027654826,0.20665838],"genre_scores_gemma":[0.6404507,0.007654065,0.3412039,0.0014649376,0.0002742566,0.0013285647,0.0005035447,0.00011263854,0.0070074033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9928604,0.00557856,0.00020894897,0.000636796,0.0004481456,0.00026721208],"domain_scores_gemma":[0.99511564,0.0029112478,0.00050143024,0.00040092523,0.00060418854,0.00046657407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00823893,0.0009995379,0.0008597682,0.006657979,0.0043191994,0.010662773,0.0028670114,0.0037483792,0.005829646],"category_scores_gemma":[0.006175678,0.0005066985,0.00132886,0.00683511,0.03176878,0.013050243,0.007220749,0.0036015748,0.0009330737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004436895,0.0000071938284,0.00032247222,0.00008234016,0.0000038110352,0.000076339,0.0050015566,0.00065713597,0.000059201888,0.9885515,0.0006433451,0.004590676],"study_design_scores_gemma":[0.000013469524,0.00004768562,0.00088768575,0.0005563536,0.000020153,0.00031939027,0.01796059,0.006156309,0.00016892562,0.8723331,0.101500265,0.000036094883],"about_ca_topic_score_codex":0.009893312,"about_ca_topic_score_gemma":0.009309872,"teacher_disagreement_score":0.010662773,"about_ca_system_score_codex":0.007086141,"about_ca_system_score_gemma":0.008213588,"threshold_uncertainty_score":0.051413834},"labels":[],"label_agreement":null},{"id":"W4415359178","doi":"10.1057/s41599-025-05606-0","title":"Exploring the impact of digital scaffolding on collaborative writing practices","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Writing and Handwriting Education","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 de Sherbrooke","funders":"","keywords":"Collaborative writing; Creativity; Collaborative learning; Control (management); Digital storytelling; Quality (philosophy); Teamwork; Collaborative software","score_opus":0.4168411857624896,"score_gpt":0.46797643437978104,"score_spread":0.05113524861729146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415359178","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":[0.99694496,0.000121509904,0.00055241963,0.00004209366,0.0000036730414,0.000021457756,0.00001026658,0.000011110161,0.002292398],"genre_scores_gemma":[0.99808204,0.00009616986,0.0013060446,0.000010206564,0.0000053511653,0.000022148639,0.000015298478,0.0000030048882,0.000459685],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961533,0.0020695026,0.0002672503,0.00039523296,0.00078906317,0.00032556494],"domain_scores_gemma":[0.9664216,0.024982616,0.0040359506,0.0018589776,0.0015782957,0.0011225651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003609086,0.00039142766,0.00030985984,0.0014415324,0.00085691625,0.002328242,0.00059812615,0.000399539,0.0020126384],"category_scores_gemma":[0.020911647,0.00012137001,0.0002362045,0.0008094118,0.001231224,0.0010834949,0.0019180477,0.00031711158,0.00023808931],"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":[0.0013013835,0.0027566955,0.26576447,0.0010954125,0.00018792012,0.0011659288,0.1359168,0.0016349306,0.024324603,0.002397426,0.00047838993,0.56297606],"study_design_scores_gemma":[0.00015596848,0.005969155,0.86541235,0.0006124691,0.00029269146,0.0008154017,0.085102744,0.0031004064,0.016885385,0.0029902286,0.018568588,0.000094632866],"about_ca_topic_score_codex":0.0012131095,"about_ca_topic_score_gemma":0.0015987533,"teacher_disagreement_score":0.003609086,"about_ca_system_score_codex":0.00071944075,"about_ca_system_score_gemma":0.0010549694,"threshold_uncertainty_score":0.019086897},"labels":[],"label_agreement":null},{"id":"W4415762045","doi":"10.1057/s41599-025-05308-7","title":"Crude oil, forex, and stock markets: unveiling the higher-order moment and cross-moment risk spillovers in times of turmoil","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","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 Ottawa","funders":"United Arab Emirates University; Zhejiang Gongshang University","keywords":"Futures contract; Crude oil; Volatility (finance); Spillover effect; Kurtosis; Stock (firearms); Brent Crude; Social connectedness; Liberian dollar; Us dollar","score_opus":0.06283442119114539,"score_gpt":0.2943130258639938,"score_spread":0.23147860467284842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415762045","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":[0.9917937,0.00023184322,0.00600528,0.0002143817,0.0000064280935,0.0000058844957,0.000041143936,0.000012927255,0.0016884247],"genre_scores_gemma":[0.99942374,0.00008366431,0.00034965092,0.000009484454,0.000008555826,0.0000015113686,0.000013737193,0.0000015483286,0.00010805665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986863,0.00005068991,0.000006638956,0.000022077344,0.000024262441,0.000027560467],"domain_scores_gemma":[0.9986482,0.00051425706,0.0005413695,0.00008047353,0.00010682077,0.00010901097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058887247,0.00025977398,0.00028212363,0.0011020814,0.00021237867,0.0010635062,0.00023502532,0.0003635729,0.0009663012],"category_scores_gemma":[0.002784829,0.00018449672,0.00039184524,0.00051271246,0.0005439097,0.0019449253,0.0011828465,0.00047151223,0.000055163295],"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":[0.0008367615,0.00023956122,0.54942304,0.00016869647,0.0008430018,0.003999774,0.002171333,0.234951,0.015788175,0.13745494,0.0008329236,0.05329079],"study_design_scores_gemma":[0.000020474277,0.00023565166,0.46852365,0.00005607077,0.0001464777,0.00050407584,0.0016562102,0.4830719,0.0018785996,0.042510543,0.0013325053,0.000063839834],"about_ca_topic_score_codex":0.0024824135,"about_ca_topic_score_gemma":0.0020455136,"teacher_disagreement_score":0.0024824135,"about_ca_system_score_codex":0.0003794488,"about_ca_system_score_gemma":0.00031592537,"threshold_uncertainty_score":0.0049359202},"labels":[],"label_agreement":null},{"id":"W4416414422","doi":"10.1057/s41599-025-06058-2","title":"Political ecology of climate change adaptation in the Arctic: Insights from Nunatsiavut, Canada","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"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","funders":"Natural Environment Research Council; Engineering and Physical Sciences Research Council; HORIZON EUROPE Framework Programme; ArcticNet; Foreign, Commonwealth and Development Office; UK Research and Innovation","keywords":"Climate change; Political ecology; Indigenous; Adaptation (eye); Politics; Colonialism; Adaptive capacity; Political economy of climate change","score_opus":0.2211504123501969,"score_gpt":0.41010838647266107,"score_spread":0.18895797412246418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416414422","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":[0.97895366,0.00116836,0.00033717268,0.0024449355,0.00003468208,0.000049584225,0.0003513663,0.0000054854722,0.01665476],"genre_scores_gemma":[0.99501663,0.00094972574,0.00030980204,0.00033433485,0.0000064680635,0.000021661861,0.00013748562,0.000011606009,0.003212239],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986436,0.0002949588,0.000027505284,0.00012325063,0.00019751502,0.00071323593],"domain_scores_gemma":[0.9984372,0.00033379105,0.00012562655,0.000041765143,0.00049400836,0.0005675909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013588313,0.00028488383,0.0004465418,0.0016129807,0.020848647,0.004216777,0.0012030344,0.00056450523,0.0027481606],"category_scores_gemma":[0.0020224084,0.00026588325,0.0003109966,0.0035819241,0.0041858163,0.00089725305,0.0033628226,0.0012864689,0.00016493014],"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":[0.0001316765,0.00010892976,0.24640395,0.00022380774,0.000056427085,0.0017533364,0.6965066,0.0008237563,0.0012064873,0.018029787,0.0058020735,0.028953247],"study_design_scores_gemma":[0.0000057785296,0.000019969388,0.17556208,0.00025915325,0.000030236557,0.00015719968,0.79636073,0.000788822,0.00017723722,0.0012679899,0.025328076,0.000042842636],"about_ca_topic_score_codex":0.99753463,"about_ca_topic_score_gemma":0.99922645,"teacher_disagreement_score":0.07973347,"about_ca_system_score_codex":0.07973347,"about_ca_system_score_gemma":0.09893579,"threshold_uncertainty_score":0.5785095},"labels":[],"label_agreement":null},{"id":"W4416469693","doi":"10.1057/s41599-025-06223-7","title":"Customer citizenship behavior and customer perceived value in China: the mediating role of value co-creation experience","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Service and Product Innovation","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":"University of Windsor","funders":"National Office for Philosophy and Social Sciences","keywords":"Value (mathematics); Customer value; Organizational citizenship behavior; Citizenship; Use value; Test (biology); Data collection; Customer experience","score_opus":0.05907320964132749,"score_gpt":0.32850684058602103,"score_spread":0.2694336309446935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416469693","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":[0.9994869,0.000017137223,0.00003735735,0.00003627559,9.448548e-7,0.0000020356479,0.000010422192,8.211163e-7,0.0004081226],"genre_scores_gemma":[0.99985766,0.000010003939,0.00001250948,0.0000046245855,7.43664e-7,0.0000016734386,0.000012269726,2.6578033e-7,0.000100267236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911946,0.00025939164,0.000055987814,0.000121175304,0.00021259183,0.00023134223],"domain_scores_gemma":[0.99611074,0.0015417642,0.0008212921,0.00023732091,0.0005585498,0.0007303477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012899473,0.00022044865,0.0002785701,0.0011688548,0.0010326117,0.0014484092,0.000354712,0.00040558114,0.0021924544],"category_scores_gemma":[0.0030183583,0.00015212715,0.00041061855,0.0015010244,0.00079594756,0.00072846614,0.00090941286,0.0005003697,0.00010469063],"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":[0.000045117235,0.00011776389,0.98787516,0.000017772196,0.00004416803,0.00014683387,0.0032728172,0.00023946747,0.0003985995,0.00051863526,0.00012332796,0.007200359],"study_design_scores_gemma":[0.0000035843411,0.00006495793,0.99368554,0.000007786367,0.00002237028,0.00004069712,0.0037697381,0.0017883888,0.00015397032,0.00019856627,0.00025383648,0.000010479031],"about_ca_topic_score_codex":0.027188439,"about_ca_topic_score_gemma":0.027434872,"teacher_disagreement_score":0.027188439,"about_ca_system_score_codex":0.001462218,"about_ca_system_score_gemma":0.0016889555,"threshold_uncertainty_score":0.0540604},"labels":[],"label_agreement":null},{"id":"W4416629645","doi":"10.1057/s41599-025-06109-8","title":"Intersecting perceptions: a Foucauldian study of mobility disability representations in clinical encounters from physiotherapists’ perspectives","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Disability Rights and Representation","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":"Université de Montréal; Concordia University","funders":"","keywords":"Thematic analysis; Perception; Rehabilitation; Health care; Qualitative research; Discourse analysis; Health professionals; Theme (computing); Representation (politics)","score_opus":0.1835218934112346,"score_gpt":0.48759091801569115,"score_spread":0.30406902460445656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416629645","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":[0.95629257,0.0022615956,0.005788509,0.01497501,0.00016045442,0.00019209027,0.000059330105,0.000042103937,0.020228283],"genre_scores_gemma":[0.9948791,0.0006870359,0.00095879583,0.0010700894,0.000036170804,0.00010499481,0.000017446146,0.000035731682,0.002210643],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9723413,0.021213178,0.00055043335,0.001403751,0.0019104435,0.0025809086],"domain_scores_gemma":[0.97553545,0.01980976,0.0014133583,0.00045880408,0.0012921962,0.0014904196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.021829862,0.0009614227,0.0012193542,0.005553803,0.02498287,0.012855625,0.003513269,0.004949573,0.0031341384],"category_scores_gemma":[0.027986147,0.0013056683,0.00069209666,0.003764698,0.047442246,0.013115018,0.014641989,0.0089697875,0.00049666804],"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":[0.0000058742635,0.000009502762,0.00023372423,0.000020792651,8.0908e-7,0.0001659705,0.99710184,0.000006734356,0.00009017285,0.0015910582,0.00008334656,0.0006901075],"study_design_scores_gemma":[0.000003557885,0.000017240673,0.00037400657,0.000087544,0.000002317517,0.00019798611,0.99396306,0.000045624434,0.00010748674,0.0009066198,0.0042868,0.000007721477],"about_ca_topic_score_codex":0.020964805,"about_ca_topic_score_gemma":0.023017729,"teacher_disagreement_score":0.97501713,"about_ca_system_score_codex":0.017031023,"about_ca_system_score_gemma":0.012515809,"threshold_uncertainty_score":0.12356931},"labels":[],"label_agreement":null},{"id":"W4416759421","doi":"10.1057/s41599-025-05935-0","title":"Connecting screens: the effect of online playful interactions on social, emotional, and cognitive functioning among older adults","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Technology Use by Older Adults","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":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Cognition; Conversation; Social relation; Stroop effect; Cognitive skill; Social cognitive theory","score_opus":0.06404810721175326,"score_gpt":0.3554516063330256,"score_spread":0.29140349912127234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416759421","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":[0.99958926,0.0000646555,0.00001974851,0.000013641507,0.000004053315,0.000018123752,0.00003457546,0.000002556328,0.00025333912],"genre_scores_gemma":[0.9994172,0.00009767171,0.00015834224,0.000024371446,0.000011819344,0.00004882871,0.00005173004,7.8149964e-7,0.00018935023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957854,0.00018232524,0.000048319947,0.00005222206,0.000064280255,0.00007431721],"domain_scores_gemma":[0.9977483,0.000985619,0.00047647586,0.00007524033,0.0001332851,0.00058094907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007197216,0.00044439224,0.0002704864,0.00033141035,0.00041353842,0.00049145124,0.00022361265,0.0003868839,0.0020386386],"category_scores_gemma":[0.004050162,0.00013075347,0.0004504682,0.00016503256,0.00019275132,0.0002785664,0.00067067676,0.00035812173,0.00012608468],"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":[0.011950477,0.018095179,0.790689,0.0007933223,0.0009897217,0.00048524793,0.0075746025,0.0003311607,0.012371433,0.00009105877,0.0009135843,0.15571521],"study_design_scores_gemma":[0.00009282516,0.0061493954,0.9911192,0.000034501052,0.00018978077,0.000090694586,0.0012911924,0.00016407514,0.00046502278,0.000028894056,0.00036481247,0.000009564784],"about_ca_topic_score_codex":0.0014553762,"about_ca_topic_score_gemma":0.0032395395,"teacher_disagreement_score":0.0020386386,"about_ca_system_score_codex":0.00014734421,"about_ca_system_score_gemma":0.00014806532,"threshold_uncertainty_score":0.006819904},"labels":[],"label_agreement":null},{"id":"W4416759604","doi":"10.1057/s41599-025-06127-6","title":"Exploring the key role of education in achieving green growth: evidence from group of seven countries","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","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":"Cointegration; Linkage (software); Investment (military); Work (physics); Unit (ring theory); Foreign direct investment; Sustainable growth rate; Unit root; Green growth","score_opus":0.15724221883143855,"score_gpt":0.2694740857553883,"score_spread":0.11223186692394974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416759604","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":[0.99360716,0.0008368753,0.0001768791,0.0002468948,0.000008872736,0.000009804416,0.00023345435,0.0000035998637,0.0048764185],"genre_scores_gemma":[0.9985905,0.0005949495,0.000101895115,0.00003671801,0.000003883963,0.000004834675,0.0003055456,0.0000016361197,0.00035982812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957424,0.000111964815,0.000030613304,0.000068441404,0.00007433469,0.00014040801],"domain_scores_gemma":[0.99784446,0.00072422466,0.00069893093,0.0001591172,0.00039538927,0.00017787173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009985731,0.00027025645,0.00024540082,0.0013417598,0.0005669111,0.0009236932,0.00020602648,0.0002569692,0.001640707],"category_scores_gemma":[0.0017711249,0.00006208577,0.00048558912,0.0018117436,0.00060304144,0.0007078818,0.0013252943,0.00036807577,0.0002083955],"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":[0.00017883554,0.00012934465,0.9460569,0.00032463143,0.00027686602,0.0006337765,0.0036075613,0.00081585796,0.000377872,0.003501592,0.0009597318,0.043137077],"study_design_scores_gemma":[0.0000129721175,0.00016563931,0.9784781,0.00016258404,0.00020411228,0.00012866572,0.013306862,0.0003971704,0.00052723597,0.00061767735,0.005986543,0.000012604006],"about_ca_topic_score_codex":0.016811078,"about_ca_topic_score_gemma":0.020314803,"teacher_disagreement_score":0.016811078,"about_ca_system_score_codex":0.00048857986,"about_ca_system_score_gemma":0.0008873525,"threshold_uncertainty_score":0.033426464},"labels":[],"label_agreement":null},{"id":"W4417361354","doi":"10.1057/s41599-025-06204-w","title":"“Sometimes I feel like I’m not supposed to think about death, but I do anyway” - exploring the topic of death with children in schools to help them find meaning and foster their wellbeing","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Death Anxiety and Social Exclusion","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 de Sherbrooke; Université de Montréal; Université du Québec en Outaouais; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada","keywords":"Existentialism; Meaning (existential); Distressing; Meaning of life; Mental health; Meaning-making","score_opus":0.12996282603258427,"score_gpt":0.3276130829033676,"score_spread":0.19765025687078333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417361354","genre_codex":"commentary","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":[0.16560006,0.18075834,0.011712931,0.51851237,0.014635975,0.0002420687,0.00022284522,0.00012309752,0.10819238],"genre_scores_gemma":[0.827392,0.0831456,0.0045951484,0.06602131,0.0027925316,0.0002775437,0.00010000658,0.0001076874,0.015568322],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9893066,0.008660439,0.0003268155,0.0004282098,0.0006645668,0.0006133439],"domain_scores_gemma":[0.98861015,0.008089063,0.0013798475,0.00025950102,0.0007311021,0.00093038986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008765621,0.00052802096,0.0007233419,0.001103529,0.0071958657,0.006119393,0.0013975512,0.0038221974,0.0057559633],"category_scores_gemma":[0.017288685,0.0002345447,0.0010200712,0.0007968207,0.018236332,0.010006926,0.0062697507,0.009029585,0.0007773642],"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":[0.000090799134,0.00008035141,0.005127153,0.003929869,0.00008009955,0.0020675843,0.76001817,0.00011720153,0.0006181464,0.113354765,0.066783756,0.047732133],"study_design_scores_gemma":[0.000021888241,0.000078775614,0.004330848,0.008147342,0.00006365691,0.0019901001,0.53550035,0.000064000225,0.00049258996,0.019565223,0.4297006,0.00004464324],"about_ca_topic_score_codex":0.004560389,"about_ca_topic_score_gemma":0.013486637,"teacher_disagreement_score":0.008765621,"about_ca_system_score_codex":0.0057698507,"about_ca_system_score_gemma":0.0052581555,"threshold_uncertainty_score":0.046357572},"labels":[],"label_agreement":null},{"id":"W4417520140","doi":"10.1057/s41599-025-06222-8","title":"A two-stage concept mapping for emerging concepts: an analysis of the Smart Healthy City","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Smart Cities and Technologies","field":"Engineering","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 Toronto","funders":"Korea Health Promotion Institute","keywords":"Smart city; Digital health; Public health; Citizen journalism; Corporate governance; Urban planning; Equity (law); Digital mapping; Psychological resilience; Built environment","score_opus":0.12371774788422453,"score_gpt":0.3551003257818368,"score_spread":0.2313825778976123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417520140","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":[0.62340295,0.000795383,0.288821,0.0050000786,0.00014807518,0.0061620693,0.0011395194,0.00021540269,0.07431541],"genre_scores_gemma":[0.7436846,0.00037739944,0.24729289,0.00024828874,0.000010221668,0.003399482,0.00044299627,0.000077865174,0.0044663684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99299437,0.0050455295,0.00023416633,0.0005012217,0.00086605747,0.00035867875],"domain_scores_gemma":[0.9837571,0.013269882,0.00048382554,0.0006140866,0.0015705413,0.0003045545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011554325,0.0007104835,0.0005783384,0.0056991642,0.004544811,0.006248281,0.0018785862,0.0012527657,0.006455389],"category_scores_gemma":[0.020324424,0.0005309071,0.0014327304,0.006241191,0.0065915203,0.008375042,0.0050873714,0.0020606392,0.0003738072],"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":[0.00008597635,0.00015581821,0.00846565,0.0008238178,0.000027398935,0.0011689444,0.59822196,0.0025620144,0.0017767266,0.2891709,0.002760027,0.09478079],"study_design_scores_gemma":[0.00006627094,0.00017304641,0.009197415,0.00081072515,0.00005286483,0.0006026829,0.76194084,0.030785233,0.0027354904,0.13102187,0.062509574,0.000104039114],"about_ca_topic_score_codex":0.009568375,"about_ca_topic_score_gemma":0.009300052,"teacher_disagreement_score":0.011554325,"about_ca_system_score_codex":0.0067552933,"about_ca_system_score_gemma":0.010997658,"threshold_uncertainty_score":0.061105847},"labels":[],"label_agreement":null},{"id":"W6884573143","doi":"10.1057/s41599-025-05070-w","title":"Household fuel consumption, indoor air pollution, and respiratory health infections among children in Pakistan","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":3,"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":"King Saud University","keywords":"Odds; Indoor air quality; Psychological intervention; Socioeconomic status; Public health; Logistic regression; Population; Respiratory infection","score_opus":0.06315949019631283,"score_gpt":0.31395988568820443,"score_spread":0.2508003954918916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884573143","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":[0.99826497,0.00038511519,0.00002914676,0.00009361469,0.0000071471163,0.000009462343,0.0005765308,0.0000015283962,0.00063254463],"genre_scores_gemma":[0.99912065,0.0004437595,0.000055142482,0.000028078444,0.000004436266,0.0000062778395,0.00022524763,6.814403e-7,0.000115760704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997199,0.00003846368,0.00003421742,0.00004677524,0.00007044406,0.0000901809],"domain_scores_gemma":[0.9994875,0.00007190385,0.00022769245,0.000015899353,0.00006567011,0.00013131248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004068342,0.00026938692,0.00026852253,0.0006366531,0.0006952007,0.0006975098,0.0002314539,0.00031169294,0.0016021582],"category_scores_gemma":[0.00076152757,0.00035505558,0.0003805221,0.0011606679,0.00032478743,0.00047924992,0.00044631155,0.00055653264,0.00016401178],"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":[0.000013938695,0.000025001755,0.99849606,0.00001633328,0.000011772064,0.00010914987,0.00022791477,0.000019353438,0.00006725118,0.000015893052,0.000095905794,0.00090131984],"study_design_scores_gemma":[0.000001770433,0.000055533837,0.99825937,0.00002030585,0.000012705804,0.00020114124,0.001135993,0.000034389297,0.000028225051,0.000010052555,0.00023741835,0.0000030531],"about_ca_topic_score_codex":0.06840991,"about_ca_topic_score_gemma":0.073123716,"teacher_disagreement_score":0.06840991,"about_ca_system_score_codex":0.0007234366,"about_ca_system_score_gemma":0.0010289733,"threshold_uncertainty_score":0.13602346},"labels":[],"label_agreement":null},{"id":"W7114910781","doi":"10.1057/s41599-025-06326-1","title":"Unveiling the nexus: exploring the relationship of e-satisfaction, e-trust, and online repurchase intentions among students in a developing country","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Technology Adoption and User Behaviour","field":"Decision 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":"University of Victoria","funders":"INTI International University and Colleges; Debreceni Egyetem","keywords":"Purchasing; Customer satisfaction; Structural equation modeling; Service quality; Quality (philosophy); Consumer behaviour; Service (business)","score_opus":0.4546179441121685,"score_gpt":0.45959665151550444,"score_spread":0.004978707403335947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114910781","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":[0.9994234,0.00002228981,0.000051308656,0.00006297983,8.8989344e-7,0.0000039745337,0.000013016544,3.577674e-7,0.00042188508],"genre_scores_gemma":[0.99973017,0.00004340176,0.0000433972,0.000017638004,9.1088094e-7,0.000003339209,0.0000149242505,4.1170995e-7,0.00014581124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993567,0.00023551885,0.000050271075,0.00005319572,0.00011154699,0.00019280688],"domain_scores_gemma":[0.99687684,0.0009962319,0.00091357314,0.00014139169,0.0004827166,0.000589195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262841,0.00022625674,0.00028335635,0.0006647399,0.00081251253,0.0016186852,0.00028174702,0.0004276979,0.0018573349],"category_scores_gemma":[0.0037185398,0.00023204346,0.00035653258,0.00091426645,0.0006756712,0.0010845766,0.00097130856,0.0011189864,0.00029688294],"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":[0.000031718326,0.00021967094,0.9841173,0.000025538047,0.000020234826,0.00012816556,0.008879615,0.00004144811,0.00024822046,0.00021933643,0.00006864534,0.0060000485],"study_design_scores_gemma":[0.0000032931541,0.00021237541,0.9475047,0.00003891882,0.00002573047,0.00010696662,0.050526563,0.00062262925,0.00020007278,0.00015101538,0.00059839885,0.000009368046],"about_ca_topic_score_codex":0.013661128,"about_ca_topic_score_gemma":0.0229219,"teacher_disagreement_score":0.013661128,"about_ca_system_score_codex":0.00057005486,"about_ca_system_score_gemma":0.0010831882,"threshold_uncertainty_score":0.027163208},"labels":[],"label_agreement":null},{"id":"W7117147504","doi":"10.1057/s41599-025-05924-3","title":"Large Language Models in Legal Systems: A Survey","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Artificial Intelligence in Law","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":"University of Toronto; Brock University; Ontario Tech University","funders":"","keywords":"Perspective (graphical); Key (lock); Reliability (semiconductor); Domain (mathematical analysis); Compliance (psychology)","score_opus":0.27692657174699364,"score_gpt":0.43103032582720446,"score_spread":0.15410375408021082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117147504","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":[0.07148279,0.49719298,0.32445976,0.041775677,0.0005917875,0.00046689002,0.0066194874,0.003820809,0.053589907],"genre_scores_gemma":[0.50486165,0.32701847,0.14866555,0.004317999,0.0012276212,0.0006031843,0.008795761,0.0010738324,0.003435939],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889014,0.005920751,0.0009632056,0.0011286312,0.0027900555,0.00029596826],"domain_scores_gemma":[0.8764716,0.11113144,0.0030893057,0.004295126,0.0043380912,0.00067455793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015363142,0.0007231268,0.0012854192,0.008000561,0.0008759021,0.0064574415,0.002370697,0.0018112342,0.005313788],"category_scores_gemma":[0.0633703,0.000971909,0.0012670894,0.010475717,0.0024839786,0.012781659,0.0026284007,0.0029936514,0.0013700501],"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":[0.00020415569,0.00035995196,0.026043471,0.006452303,0.00031074678,0.0003148876,0.002669924,0.052649286,0.00080330926,0.24737239,0.036854632,0.625965],"study_design_scores_gemma":[0.00004996438,0.00022180456,0.010958179,0.006714587,0.00021499096,0.0010571545,0.0024929605,0.18483749,0.0020736381,0.35226896,0.43892875,0.00018147755],"about_ca_topic_score_codex":0.0064580017,"about_ca_topic_score_gemma":0.0040748836,"teacher_disagreement_score":0.015363142,"about_ca_system_score_codex":0.0034578093,"about_ca_system_score_gemma":0.0044679074,"threshold_uncertainty_score":0.08124906},"labels":[],"label_agreement":null}]}