{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":78,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":78,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"5d3f16111b2b","filters":{"venue":"Socius Sociological Research for a Dynamic World"}},"results":[{"id":"W3120812898","doi":"10.1177/2378023120982856","title":"Work-Life Conflict During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":284,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Toronto","funders":"University of Toronto","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); Psychology; 2019-20 coronavirus outbreak; Contrast (vision); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Developmental psychology; Gerontology; Medicine; Disease; Sociology; Infectious disease (medical specialty); Virology","authors":[{"name":"Scott Schieman","is_ca":true},{"name":"Philip J. Badawy","is_ca":true},{"name":"Melissa A. Milkie","is_ca":true},{"name":"Alex Bierman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3182836985722444,"gpt":0.4929242228680256,"spread":0.1746405242957812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106388,0.0001889363,0.0003190767,0.0008675907,0.00372995,0.001805386,0.0006351392,0.0006551032,0.001564286],"category_scores_gemma":[0.003126187,0.0002024284,0.0002985565,0.001166405,0.0007121266,0.0007348063,0.001764498,0.001101984,0.0001594139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004843111,"about_ca_system_score_gemma":0.003160255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.324302,"about_ca_topic_score_gemma":0.4617896,"domain_scores_codex":[0.9990864,0.0002064577,0.00005278912,0.00007710009,0.0001377039,0.0004396178],"domain_scores_gemma":[0.9986175,0.0001407441,0.0003881079,0.00004535684,0.0002269928,0.000581255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002900396,0.0001601645,0.9575563,0.00004666168,0.00007196127,0.0003074155,0.01954798,0.0001877235,0.0002923911,0.0003389985,0.002170188,0.01903009],"study_design_scores_gemma":[0.000004117629,0.00003532198,0.9790046,0.00002715099,0.000006414809,0.00006121081,0.01923981,0.00007701065,0.00003134889,0.00008603645,0.001416526,0.00001045902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996024,0.0004453031,0.00004473899,0.0008239546,0.00003019689,0.00001242436,0.000307247,0.000002107866,0.002310118],"genre_scores_gemma":[0.9991645,0.0001867224,0.00002421259,0.000103115,0.00001288514,0.00001072996,0.0001825548,0.000001165774,0.0003141658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324302,"threshold_uncertainty_score":0.6448288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137930360","doi":"10.1177/2378023121999581","title":"Toward a Sociology of Artificial Intelligence: A Call for Research on Inequalities and Structural Change","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Sociology; Inequality; Social inequality; Futures contract; Sociological theory; Epistemology; Social science; Economics; Mathematics","authors":[{"name":"Kelly Joyce","is_ca":false},{"name":"Laurel Smith‐Doerr","is_ca":false},{"name":"Sharla Alegria","is_ca":true},{"name":"Susan E. Bell","is_ca":false},{"name":"Taylor M. Cruz","is_ca":false},{"name":"Steve Hoffman","is_ca":true},{"name":"Safiya Noble","is_ca":false},{"name":"Benjamin Shestakofsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7248578942952957,"gpt":0.6185085117330399,"spread":0.1063493825622558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02141922,0.0007672021,0.001870098,0.006499775,0.006221375,0.01491494,0.002562894,0.007342903,0.005783867],"category_scores_gemma":[0.0195569,0.0005989202,0.0009914979,0.005185581,0.096024,0.04470216,0.01263911,0.01584535,0.0005734513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01183462,"about_ca_system_score_gemma":0.008748638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361418,"about_ca_topic_score_gemma":0.005298469,"domain_scores_codex":[0.9898313,0.006285845,0.0002455839,0.001027849,0.001836109,0.000773296],"domain_scores_gemma":[0.9560392,0.03342502,0.002384971,0.00373005,0.002209966,0.002210756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003766663,0.00001046336,0.0003074985,0.00003918329,0.000005778285,0.00001324766,0.002313072,0.0002697438,0.00002010287,0.9927799,0.001171906,0.003065412],"study_design_scores_gemma":[0.000003404261,0.000006490486,0.0002176769,0.0001026685,0.000001746677,0.0000130215,0.001853262,0.0003464987,0.00001261407,0.9800937,0.01734277,0.000006188205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02158855,0.02962165,0.1135167,0.73212,0.001842485,0.00007983456,0.0001283815,0.0001069439,0.1009955],"genre_scores_gemma":[0.8750443,0.02826138,0.04603086,0.03732148,0.00421265,0.0003976119,0.0001202135,0.00020681,0.008404627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9937786,"threshold_uncertainty_score":0.1132771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896438285","doi":"10.1177/2378023118803189","title":"Does Violent Protest Backfire? Testing a Theory of Public Reactions to Activist Violence","year":2018,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Nationalism; Social psychology; Criminology; Public support; Perception; Politics; Political violence; Test (biology); Political science; White (mutation); Psychology; Law; Public relations","authors":[{"name":"Brent Simpson","is_ca":false},{"name":"Robb Willer","is_ca":false},{"name":"Matthew Feinberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2860001785439217,"gpt":0.5048098964309252,"spread":0.2188097178870035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007327927,0.0003649916,0.0004023442,0.0007153838,0.0009772768,0.002766676,0.000887093,0.002148277,0.006111432],"category_scores_gemma":[0.04431345,0.0004058497,0.000707988,0.0004825608,0.003279435,0.002801082,0.001979602,0.002346002,0.0003843489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140123,"about_ca_system_score_gemma":0.0006312251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299152,"about_ca_topic_score_gemma":0.0008737489,"domain_scores_codex":[0.9951874,0.00320003,0.0001640572,0.0006019844,0.0004216046,0.0004249032],"domain_scores_gemma":[0.9403521,0.04568738,0.008873728,0.002728222,0.001344236,0.001014243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002249728,0.009456094,0.8473234,0.0003881236,0.0005246215,0.0005428294,0.06130446,0.002307151,0.003416115,0.01920125,0.001305529,0.05198066],"study_design_scores_gemma":[0.0008553591,0.005221761,0.8378014,0.0001561582,0.0004041924,0.0002978288,0.0991945,0.01813196,0.003398677,0.03050558,0.003926902,0.000105692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948195,0.00002436956,0.0003380749,0.0006553202,0.00001706063,0.00004365771,0.00002236962,0.000004289153,0.004075457],"genre_scores_gemma":[0.9993849,0.00001932643,0.000139385,0.0001968323,0.000009321648,0.00005226112,0.00001894959,0.000001809949,0.0001773266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007327927,"threshold_uncertainty_score":0.03875428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2514365352","doi":"10.1177/2378023116664352","title":"Scaling Up","year":2016,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":144,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Categorical variable; Diversity (politics); Femininity; Gender diversity; Masculinity; Psychology; Inequality; Gender inequality; Quarter (Canadian coin); Identification (biology); Scale (ratio); Transgender; Population; Multidimensional scaling; Demography; Social psychology; Geography; Sociology; Statistics; Mathematics; Cartography","authors":[{"name":"Devon Magliozzi","is_ca":false},{"name":"Aliya Saperstein","is_ca":false},{"name":"Laurel Westbrook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3265416335324978,"gpt":0.5331836419686263,"spread":0.2066420084361285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02767989,0.001990795,0.001285317,0.006772458,0.002165534,0.004198333,0.003049573,0.001205487,0.06529655],"category_scores_gemma":[0.09331627,0.000807731,0.001699796,0.006806458,0.001363174,0.004404772,0.005837895,0.002556351,0.04050531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053966,"about_ca_system_score_gemma":0.00467018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249883,"about_ca_topic_score_gemma":0.004806618,"domain_scores_codex":[0.9758806,0.007416772,0.002469585,0.004465847,0.008732458,0.001034717],"domain_scores_gemma":[0.9192866,0.01274837,0.002648237,0.02442884,0.03849681,0.00239108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002346741,0.0006785563,0.02603818,0.001134113,0.00008884197,0.0001998539,0.004209242,0.0007434435,0.004211489,0.02146651,0.08441281,0.8565822],"study_design_scores_gemma":[0.0001373037,0.00144471,0.08186333,0.001371318,0.0001895521,0.0005264822,0.006938917,0.004775446,0.007075558,0.03539738,0.8601004,0.0001796023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09848841,0.00200014,0.471526,0.005931488,0.006539949,0.04805019,0.03489596,0.008024774,0.3245431],"genre_scores_gemma":[0.1816251,0.001836501,0.6431935,0.004013543,0.00114042,0.0422453,0.03171603,0.002804679,0.091425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06529655,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113192310","doi":"10.1177/2378023120977727","title":"How Culture Wars Delay Herd Immunity: Christian Nationalism and Anti-vaccine Attitudes","year":2020,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Herd immunity; Nationalism; Allegiance; Ideology; Politics; Vaccination; Population; Quarter (Canadian coin); Political science; Social psychology; Immunology; Sociology; Psychology; Medicine; Demography; Law; Geography","authors":[{"name":"Andrew L. Whitehead","is_ca":false},{"name":"Samuel L. Perry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1201658571957512,"gpt":0.4271549694937832,"spread":0.3069891122980319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211359,0.0001084774,0.0001097886,0.0002611373,0.0006220153,0.001263074,0.0002186676,0.000701776,0.003813997],"category_scores_gemma":[0.007940206,0.0001221851,0.0002167147,0.0002469457,0.0007591256,0.0007365222,0.0006034945,0.001113822,0.0002006193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996134,"about_ca_system_score_gemma":0.0006745022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003316903,"about_ca_topic_score_gemma":0.00704327,"domain_scores_codex":[0.9995522,0.0002399818,0.00001246211,0.00004276774,0.00005009496,0.0001024455],"domain_scores_gemma":[0.9955879,0.001660141,0.001516294,0.0002053267,0.0001613433,0.0008689407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004611996,0.00140976,0.9631686,0.00002339602,0.0001359752,0.0002020661,0.00513068,0.000170245,0.001063424,0.004093758,0.001150293,0.02299066],"study_design_scores_gemma":[0.00001999385,0.0003748437,0.9895829,0.0000223066,0.00006151477,0.0001022781,0.005174973,0.0004856877,0.0003819071,0.002167055,0.001616482,0.00001002363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939289,0.0001657903,0.00008221936,0.00197659,0.00002462334,0.000003376837,0.00001520038,0.000001630715,0.003801616],"genre_scores_gemma":[0.9990049,0.00009573009,0.00004455945,0.0002937033,0.00001474538,0.00000240509,0.000009616514,8.443109e-7,0.0005335298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003813997,"threshold_uncertainty_score":0.01275915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220772574","doi":"10.1177/23780231221082414","title":"Dependency and Hardship in the Gig Economy: The Mental Health Consequences of Platform Work","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Mental health; Precarity; Work (physics); Psychology; Distress; Precarious work; Mental distress; Perspective (graphical); Work engagement; Health psychology; Demographic economics; Social psychology; Business; Clinical psychology; Political science; Medicine; Economics; Psychiatry; Engineering; Public health; Computer science; Nursing","authors":[{"name":"Paul Glavin","is_ca":true},{"name":"Scott Schieman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.295634736075487,"gpt":0.5291815688311743,"spread":0.2335468327556873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004336067,0.00021095,0.0002114071,0.0009090096,0.002682038,0.001520802,0.0005108928,0.0003949218,0.001720315],"category_scores_gemma":[0.001338028,0.0001812566,0.0002481884,0.0008678383,0.001240072,0.0005741833,0.001677978,0.0009002879,0.0001241364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726952,"about_ca_system_score_gemma":0.002983966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3446945,"about_ca_topic_score_gemma":0.5836462,"domain_scores_codex":[0.9997063,0.00002982174,0.00000659896,0.00001738452,0.00007460624,0.0001653364],"domain_scores_gemma":[0.9993374,0.00008372772,0.0001763525,0.0000311784,0.0000853043,0.0002860574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006903105,0.0002495486,0.9786537,0.00001453711,0.00002606259,0.000267892,0.007438532,0.00006171784,0.000253607,0.0003576922,0.0006260991,0.01198145],"study_design_scores_gemma":[0.000002288039,0.00004828925,0.9849422,0.00001245384,0.000007751108,0.0000732817,0.01412159,0.00008274584,0.00003951789,0.0001053227,0.0005597686,0.000004819459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988018,0.00005218631,0.00001468144,0.0001865548,0.000004531723,0.000004357193,0.00002492731,3.27305e-7,0.000910603],"genre_scores_gemma":[0.999449,0.00009744213,0.00001780794,0.000059676,0.000003821976,0.000002728132,0.00002663782,3.239685e-7,0.0003426177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446945,"threshold_uncertainty_score":0.6853763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921544949","doi":"10.1177/2378023119835345","title":"Educational Disparities in Adult Health: U.S. States as Institutional Actors on the Association","year":2019,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; National Institutes of Health; Syracuse University; Carnegie Corporation of New York","keywords":"Association (psychology); Political science; Psychology","authors":[{"name":"Jennifer Karas Montez","is_ca":false},{"name":"Mark D. Hayward","is_ca":false},{"name":"Anna Zajacova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018386270304615,"gpt":0.4791582681443866,"spread":0.377319641113925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002465826,0.000132542,0.0004128896,0.002320035,0.001700096,0.002872617,0.0003923218,0.000573557,0.003108119],"category_scores_gemma":[0.006149019,0.0001237396,0.000370061,0.005109546,0.002188453,0.002406686,0.003816292,0.0008855796,0.00009475943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411059,"about_ca_system_score_gemma":0.002578768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08970662,"about_ca_topic_score_gemma":0.1717672,"domain_scores_codex":[0.9986148,0.0007269654,0.00005519167,0.0001538602,0.0001457325,0.000303448],"domain_scores_gemma":[0.9965622,0.001555137,0.001000535,0.0002527719,0.0002842422,0.0003450939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007342374,0.00009888596,0.8220922,0.00007538532,0.0001068179,0.0001321451,0.009790136,0.00134141,0.0001595431,0.1253007,0.003050633,0.0377787],"study_design_scores_gemma":[0.00001680314,0.00004141297,0.8925586,0.0006173722,0.0002265888,0.00006279525,0.02792626,0.002605174,0.0002297049,0.0589793,0.01669212,0.00004381003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462624,0.003283428,0.001953031,0.01538761,0.0000774076,0.00003495602,0.0009560669,0.00001856142,0.03202665],"genre_scores_gemma":[0.9982945,0.0006047226,0.0003129159,0.0004121262,0.00001829199,0.0000111899,0.0001464791,0.000002278466,0.000197401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08970662,"threshold_uncertainty_score":0.178369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2535738532","doi":"10.1177/2378023116670660","title":"Conflicting Climate Change Frames in a Global Field of Media Discourse","year":2016,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Memorial University of Newfoundland; The King's University","funders":"Japan Society for the Promotion of Science; National Science Council; National Science Foundation; Vetenskapsrådet; Higher Education Authority; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Climate change; Field (mathematics); Scale (ratio); Global warming; Political science; Politics; Geography; Environmental resource management; Climatology; Environmental science; Mathematics; Ecology; Geology; Cartography; Law","authors":[{"name":"Jeffrey Broadbent","is_ca":false},{"name":"John Sonnett","is_ca":false},{"name":"Iosif Botetzagias","is_ca":false},{"name":"Marcus Carson","is_ca":false},{"name":"Anabela Carvalho","is_ca":false},{"name":"Yu-Ju Chien","is_ca":false},{"name":"Christofer Edling","is_ca":false},{"name":"Dana R. Fisher","is_ca":false},{"name":"Georgios Giouzepas","is_ca":false},{"name":"Randolph Haluza‐DeLay","is_ca":true},{"name":"Kōichi Hasegawa","is_ca":false},{"name":"Christian Hirschi","is_ca":false},{"name":"Ana Horta","is_ca":false},{"name":"Kazuhiro Ikeda","is_ca":false},{"name":"Jun Jin","is_ca":false},{"name":"Dowan Ku","is_ca":false},{"name":"Myanna Lahsen","is_ca":false},{"name":"Ho-Ching Lee","is_ca":false},{"name":"Tze-Luen Alan Lin","is_ca":false},{"name":"Thomas Malang","is_ca":false},{"name":"Jana Ollmann","is_ca":false},{"name":"Diane Payne","is_ca":false},{"name":"Sony Pellissery","is_ca":false},{"name":"Stephan Price","is_ca":false},{"name":"Simone Pulver","is_ca":false},{"name":"Jaime Sainz","is_ca":false},{"name":"Keiichi Satoh","is_ca":false},{"name":"Clare Saunders","is_ca":false},{"name":"Luísa Schmidt","is_ca":false},{"name":"Mark C. J. Stoddart","is_ca":true},{"name":"Pradip Swarnakar","is_ca":false},{"name":"Tomoyuki Tatsumi","is_ca":false},{"name":"David B. Tindall","is_ca":true},{"name":"Philip Vaughter","is_ca":false},{"name":"Paul M. Wagner","is_ca":false},{"name":"Sun-Jin Yun","is_ca":false},{"name":"Zhengyi Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6333355287826631,"gpt":0.6312899069964141,"spread":0.002045621786249008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0123792,0.0004298044,0.0005483141,0.01322682,0.005873936,0.01121751,0.0006781896,0.001418973,0.002925437],"category_scores_gemma":[0.02965484,0.0003374941,0.0004479213,0.009886953,0.01722492,0.008524649,0.007439772,0.00138487,0.0001617052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004021187,"about_ca_system_score_gemma":0.001473911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168595,"about_ca_topic_score_gemma":0.003923796,"domain_scores_codex":[0.9880623,0.007238558,0.0005799287,0.000874054,0.002235463,0.001009683],"domain_scores_gemma":[0.9534283,0.03641227,0.00472204,0.002048557,0.00240726,0.0009815972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005258993,0.0001352252,0.2428044,0.0005160882,0.0001987479,0.001060191,0.4658218,0.00124249,0.003610039,0.1903499,0.001789549,0.09194562],"study_design_scores_gemma":[0.00003515217,0.0001400768,0.1833669,0.0004688186,0.0001221214,0.0004995663,0.7227274,0.002321599,0.001669337,0.07082672,0.01774091,0.00008150063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466321,0.0008517011,0.002728916,0.002270796,0.00005712339,0.00004785234,0.00007848124,0.00001319091,0.04731978],"genre_scores_gemma":[0.9991622,0.0001265825,0.0003951947,0.00006478034,0.00002096627,0.00001175364,0.00003370186,0.000005267059,0.0001794479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322682,"threshold_uncertainty_score":0.06546825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963733800","doi":"10.1177/2378023119862737","title":"The Demography of Multigenerational Caregiving: A Critical Aspect of the Gendered Life Course","year":2019,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Pennsylvania State University","keywords":"Life course approach; Gender gap; Inclusion (mineral); Psychology; Human capital; Demography; Gerontology; Developmental psychology; Demographic economics; Sociology; Medicine; Social psychology; Economic growth; Economics","authors":[{"name":"Sarah Patterson","is_ca":true},{"name":"Rachel Margolis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07697891481859763,"gpt":0.4330301828354022,"spread":0.3560512680168046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973988,0.0001632112,0.0002375424,0.001293269,0.0008839887,0.001146594,0.0003130375,0.0002282004,0.001932124],"category_scores_gemma":[0.004882289,0.0001337687,0.0001902612,0.0009702103,0.001252537,0.002353737,0.001210593,0.0006331176,0.00009481729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008734991,"about_ca_system_score_gemma":0.0004810409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009942843,"about_ca_topic_score_gemma":0.01879184,"domain_scores_codex":[0.9993054,0.0004280563,0.00002599411,0.00007895571,0.00005822973,0.0001034161],"domain_scores_gemma":[0.9976367,0.001199586,0.0005315896,0.0002184752,0.0001634853,0.0002501789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075851,0.00004930922,0.8539801,0.0001147046,0.0001379444,0.00061513,0.04148127,0.001273922,0.0007524791,0.03779802,0.001617736,0.06207177],"study_design_scores_gemma":[0.00000181336,0.00003748101,0.9560742,0.0001322548,0.00001714306,0.0004260179,0.02138587,0.0006612128,0.0001911352,0.01464884,0.006405425,0.0000187123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978319,0.004516134,0.003647137,0.003206467,0.0000616351,0.00002376276,0.0008522317,0.000009138578,0.009364475],"genre_scores_gemma":[0.9983529,0.000862928,0.0003447805,0.00007028349,0.00001624038,0.000008239395,0.00007704606,0.000003373195,0.0002643264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009942843,"threshold_uncertainty_score":0.01976991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115773992","doi":"10.1177/2378023120980328","title":"Decline in Marriage Associated with the COVID-19 Pandemic in the United States","year":2020,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Metropolitan area; Outbreak; Demography; Government (linguistics); Closure (psychology); Demographic economics; Cohabitation; Geography; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Socioeconomics; Economic growth; Sociology; Medicine; Economics; Disease; Law; Infectious disease (medical specialty); Virology","authors":[{"name":"Brandon Wagner","is_ca":false},{"name":"Kate H. Choi","is_ca":true},{"name":"Philip N. Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.35237343254024,"gpt":0.4823839278103172,"spread":0.1300104952700772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146206,0.0001020427,0.0002217064,0.0009183402,0.001137877,0.0007247087,0.0004124897,0.0005004873,0.002410373],"category_scores_gemma":[0.005887646,0.0001345878,0.0001911623,0.001271986,0.0004773253,0.0006059004,0.00130328,0.001148376,0.0001715459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112114,"about_ca_system_score_gemma":0.0008062499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0692916,"about_ca_topic_score_gemma":0.1224609,"domain_scores_codex":[0.9994454,0.0001687276,0.00006033749,0.00008012867,0.0001171405,0.0001282978],"domain_scores_gemma":[0.9966877,0.0003619877,0.001498699,0.0001138748,0.0006941792,0.000643493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001018508,0.0000741128,0.9843151,0.00002538671,0.00002871719,0.00009571164,0.001048554,0.00008421556,0.0001058607,0.0001399076,0.001506589,0.01247397],"study_design_scores_gemma":[0.000001136354,0.00004267661,0.9974765,0.00001718784,0.000004078334,0.00006173698,0.001537296,0.0001028641,0.00002427182,0.00003215273,0.0006975295,0.000002560501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941475,0.0008334291,0.0001272428,0.001421392,0.00005198605,0.00001809251,0.0008902883,0.000009877358,0.002500135],"genre_scores_gemma":[0.998077,0.0004232896,0.00007099381,0.0002162982,0.00002523271,0.000009340414,0.0007665402,0.000002071178,0.0004091338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0692916,"threshold_uncertainty_score":0.1377766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204449952","doi":"10.1177/23780231211031690","title":"Disenfranchised: How Lower Income Mothers Navigated the Social Safety Net during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Food and Agriculture; Russell Sage Foundation","keywords":"Safety net; Pandemic; Government (linguistics); Food safety; Argument (complex analysis); Business; Coronavirus disease 2019 (COVID-19); Social protection; Political science; Welfare; Public relations; Economic growth; Psychology; Economics; Medicine; Disease; Law; Infectious disease (medical specialty)","authors":[{"name":"Sinikka Elliott","is_ca":true},{"name":"Sierra J. Satterfield","is_ca":false},{"name":"Galo Javier Luna Solórzano","is_ca":false},{"name":"Sarah Bowen","is_ca":false},{"name":"Annie Hardison‐Moody","is_ca":false},{"name":"Latasha Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3706275880632089,"gpt":0.5692391073592148,"spread":0.1986115192960059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003691422,0.0004035789,0.0003724465,0.0006290936,0.008332862,0.003721238,0.001034615,0.001461982,0.003605773],"category_scores_gemma":[0.008740384,0.0004018293,0.0002750941,0.0004244883,0.004293177,0.003912619,0.004494613,0.002501442,0.0003363348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002915505,"about_ca_system_score_gemma":0.003172167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02739381,"about_ca_topic_score_gemma":0.04210829,"domain_scores_codex":[0.9977832,0.001330663,0.00005533895,0.000117916,0.0001389375,0.0005739431],"domain_scores_gemma":[0.9978515,0.001179481,0.0003657925,0.00006441863,0.0001980326,0.0003407407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002585102,0.00004207034,0.01274365,0.00003044464,0.000005661946,0.0006657288,0.9786929,0.00001803366,0.0003333461,0.001116355,0.0007960537,0.005529928],"study_design_scores_gemma":[0.000001794531,0.00002476506,0.003415694,0.00005400279,0.000004518576,0.0001014941,0.9926716,0.00003585192,0.00006768746,0.0001736768,0.003442464,0.000006475753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912063,0.0003257419,0.0002298495,0.004269789,0.0000481393,0.00001675874,0.00001943728,0.00000457484,0.003879308],"genre_scores_gemma":[0.996979,0.0005702002,0.0001396068,0.0007118634,0.00001236505,0.00002862061,0.00001348086,0.000004716902,0.001540202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02739381,"threshold_uncertainty_score":0.05446875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125491571","doi":"10.1177/2378023120987710","title":"Who Stays Physically Active during COVID-19? Inequality and Exercise Patterns in the United States","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Physical Activity and Health","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Disadvantaged; Pandemic; Inequality; Mental health; Coronavirus disease 2019 (COVID-19); Psychological intervention; Social inequality; Gerontology; Demographic economics; Psychology; Political science; Economic growth; Medicine; Disease; Economics; Psychiatry; Infectious disease (medical specialty)","authors":[{"name":"Chloe Sher","is_ca":true},{"name":"Cary Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2205916379194192,"gpt":0.4953842722412229,"spread":0.2747926343218037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005545436,0.0001188825,0.0002333242,0.0006405843,0.0008795501,0.0008835958,0.0003802458,0.0006834154,0.001679036],"category_scores_gemma":[0.002188173,0.0001689186,0.0002869657,0.001110223,0.0002878211,0.0007611245,0.0008710618,0.001043482,0.0001978855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006047148,"about_ca_system_score_gemma":0.0005657341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0977032,"about_ca_topic_score_gemma":0.1845701,"domain_scores_codex":[0.9996504,0.0000858224,0.00003873313,0.00005579837,0.00003852198,0.0001307483],"domain_scores_gemma":[0.9989009,0.0001588262,0.0004224051,0.00003854287,0.0001126039,0.0003667218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004854653,0.00006660948,0.9935089,0.00001456365,0.00004162372,0.00003979946,0.00064948,0.00003999442,0.00004167818,0.00009752426,0.001737885,0.003713324],"study_design_scores_gemma":[0.000002619646,0.00001642939,0.9976881,0.00003871632,0.0000107889,0.00001949573,0.00161118,0.00009206097,0.00001183213,0.00004649872,0.0004587426,0.000003644163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923053,0.001011845,0.00005503981,0.003334752,0.00006318216,0.000009445818,0.001290554,0.000002939329,0.001926953],"genre_scores_gemma":[0.9976001,0.0005836803,0.00003371721,0.0005802784,0.00004248157,0.0000118258,0.0008640872,0.000001797194,0.0002821326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0977032,"threshold_uncertainty_score":0.194269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407231660","doi":"10.1177/23780231251314667","title":"Who’s Doing the Housework and Childcare in America Now? Differential Convergence in Twenty-First-Century Gender Gaps in Home Tasks","year":2025,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Gender gap; Normative; Convergence (economics); Unpaid work; Demographic economics; Inequality; Time-use survey; Differential (mechanical device); Domestic work; Gender inequality; Population; Division of labour; Psychology; Gender studies; Sociology; Economics; Labour economics; Demography; Political science; Economic growth; Work (physics)","authors":[{"name":"Melissa A. Milkie","is_ca":true},{"name":"Liana C. Sayer","is_ca":false},{"name":"Kei Nomaguchi","is_ca":false},{"name":"Hope Xu Yan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0510406529532947,"gpt":0.3874047639378135,"spread":0.3363641109845188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139298,0.0001062114,0.0001599365,0.0008843897,0.002364605,0.001905662,0.0003831743,0.0006260307,0.002376891],"category_scores_gemma":[0.001707985,0.0001555542,0.0001366285,0.001253576,0.002158054,0.003291316,0.001287071,0.001494169,0.0002222758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877105,"about_ca_system_score_gemma":0.00126773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08749685,"about_ca_topic_score_gemma":0.1860972,"domain_scores_codex":[0.9995915,0.0000685594,0.00001616488,0.00006947614,0.00007254601,0.0001817155],"domain_scores_gemma":[0.9991902,0.0001533055,0.0001960873,0.00004560781,0.0001605461,0.000254296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001538398,0.0001202741,0.4806194,0.0001516717,0.00003992603,0.0002573332,0.2900064,0.00009647352,0.001218181,0.03598498,0.02267189,0.1686796],"study_design_scores_gemma":[0.000004124807,0.00004670082,0.769717,0.0001885992,0.00001194992,0.0001394951,0.1487903,0.00006756483,0.0002865542,0.003083911,0.07764091,0.00002294572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328523,0.007431784,0.0002524636,0.02767039,0.0003168379,0.000004412438,0.0003689387,0.000008893364,0.03109405],"genre_scores_gemma":[0.9927588,0.00248723,0.0001795185,0.0017189,0.0001088153,0.000007412857,0.0001379317,0.000009518606,0.002591993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08749685,"threshold_uncertainty_score":0.1739751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169349526","doi":"10.1177/23780231211021197","title":"Postsecondary Educational Attainment and Health among Younger U.S. Adults in the “College-for-All” Era","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Institute on Aging","keywords":"Educational attainment; Vocational education; Bachelor; Counterfactual thinking; Postsecondary education; Psychology; Gerontology; Young adult; Demographic economics; Higher education; Medicine; Developmental psychology; Social psychology; Political science; Economics; Economic growth; Pedagogy","authors":[{"name":"Anna Zajacova","is_ca":true},{"name":"Elizabeth Lawrence","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.13450670646542,"gpt":0.5017415357801466,"spread":0.3672348293147266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000551611,0.000122689,0.0001399608,0.0006573764,0.0005399809,0.0004627425,0.0002299796,0.000346698,0.003132254],"category_scores_gemma":[0.001667482,0.00009207964,0.000241349,0.0009326764,0.0002395461,0.0005265769,0.0006553871,0.0005100556,0.0002761453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004575924,"about_ca_system_score_gemma":0.0007773694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08853992,"about_ca_topic_score_gemma":0.2097937,"domain_scores_codex":[0.9998085,0.0000313165,0.00001587327,0.00003360174,0.00002960703,0.00008124323],"domain_scores_gemma":[0.9990801,0.0001103457,0.0003593768,0.00006486471,0.00009139299,0.0002940593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001641946,0.00004946727,0.9970658,0.000004020394,0.00001235163,0.00001247199,0.0001495031,0.00003782414,0.00004187661,0.0001328655,0.0004427231,0.002034649],"study_design_scores_gemma":[0.000001141932,0.00001320338,0.9992986,0.000005448146,0.000003908727,0.000009415778,0.0002948338,0.00005653854,0.00001905402,0.00004787841,0.0002490917,9.926504e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975488,0.0001352183,0.00004282121,0.0003179164,0.000008869626,0.000004298686,0.0007945528,0.000002805412,0.001144691],"genre_scores_gemma":[0.9985309,0.0001060193,0.0000283844,0.00008843969,0.00001034204,0.000004023595,0.0007735978,9.249062e-7,0.0004574328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08853992,"threshold_uncertainty_score":0.1760491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242952859","doi":"10.1177/2378023120948715","title":"Visualizing the Geographic and Demographic Distribution of COVID-19","year":2020,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Ethnic group; Geography; Census; Race (biology); Bivariate analysis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Distribution (mathematics); Disease; Medicine; Population; Outbreak; Infectious disease (medical specialty); Sociology; Statistics; Virology","authors":[{"name":"Patrick Denice","is_ca":true},{"name":"Kate H. Choi","is_ca":true},{"name":"Michael Haan","is_ca":true},{"name":"Anna Zajacova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.518984950317695,"gpt":0.5584131331464964,"spread":0.03942818282880145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892982,0.0002465617,0.0001705279,0.003810806,0.0006918543,0.001813888,0.0003322737,0.0002837951,0.004374401],"category_scores_gemma":[0.002264186,0.0001017128,0.0002162354,0.005253414,0.0003344131,0.000675772,0.001076348,0.0004134428,0.0004363036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499022,"about_ca_system_score_gemma":0.002177738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4589109,"about_ca_topic_score_gemma":0.5475427,"domain_scores_codex":[0.9998457,0.00003157221,0.000007265659,0.00002536576,0.00004848248,0.00004151739],"domain_scores_gemma":[0.9988153,0.0004215215,0.0001235027,0.00006713521,0.0004057931,0.0001667826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003784227,0.0001781235,0.5388758,0.0005139029,0.0001645198,0.0009204336,0.03134886,0.0216516,0.004214488,0.04386378,0.1743019,0.1835882],"study_design_scores_gemma":[0.00005685467,0.00007447435,0.5499992,0.0004694062,0.00009597196,0.0006280818,0.04967224,0.06132593,0.002728405,0.0146945,0.3201005,0.0001543778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.810321,0.001723132,0.02102154,0.009657245,0.0003291681,0.0001284114,0.06625086,0.005588156,0.08498045],"genre_scores_gemma":[0.9624525,0.0007715264,0.02137475,0.0001503838,0.0000460708,0.00004653938,0.009832816,0.0001871881,0.005138254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4589109,"threshold_uncertainty_score":0.9124795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048477250","doi":"10.1177/2378023120944358","title":"The Status Dynamics of Role Blurring in the Time of COVID-19","year":2020,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Agency (philosophy); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Work (physics); Control (management); Dynamics (music); Schedule; Psychology; Disease; Sociology; Medicine; Computer science; Engineering; Infectious disease (medical specialty); Artificial intelligence; Social science","authors":[{"name":"Scott Schieman","is_ca":true},{"name":"Philip J. Badawy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1379779724298077,"gpt":0.4476057184471632,"spread":0.3096277460173555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005102562,0.0001439641,0.0002652401,0.001261541,0.002797645,0.004096585,0.0007742355,0.0008051329,0.003314843],"category_scores_gemma":[0.02508908,0.0002995861,0.0002351376,0.000906282,0.002605783,0.002897748,0.00349651,0.001693752,0.0002784129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276502,"about_ca_system_score_gemma":0.002426697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02187058,"about_ca_topic_score_gemma":0.02634971,"domain_scores_codex":[0.9969374,0.001351691,0.0001841812,0.0002760705,0.000534135,0.0007165028],"domain_scores_gemma":[0.9845607,0.004982418,0.005459743,0.0009345233,0.001852185,0.00221032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005831657,0.0002075882,0.7309214,0.00007690138,0.00006265337,0.0005098732,0.2039903,0.0002609,0.001662362,0.01587604,0.001441721,0.04440713],"study_design_scores_gemma":[0.000009777924,0.0001316069,0.8289927,0.00008200028,0.00001146487,0.0002035324,0.1586026,0.0005570136,0.0003458787,0.003813757,0.007212543,0.00003718496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923774,0.0003077842,0.0005107465,0.00230123,0.00003394648,0.0000112963,0.00007601197,0.000004091056,0.004377515],"genre_scores_gemma":[0.9994978,0.00004194949,0.00006536799,0.00005831903,0.000008778588,0.000004384865,0.00002015369,0.000001897332,0.0003013315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02187058,"threshold_uncertainty_score":0.04348654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134780471","doi":"10.1177/2378023121996854","title":"Why Are Fewer Young Adults Having Casual Sex?","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Casual; Young adult; Demography; Quarter (Canadian coin); Sexual intercourse; Psychology; Panel Study of Income Dynamics; Developmental psychology; Population; Demographic economics; Geography; Political science; Sociology","authors":[{"name":"Scott J. South","is_ca":false},{"name":"Lei Lei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.334670576220311,"gpt":0.5687015727923037,"spread":0.2340309965719927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001307383,0.0001190953,0.0003739184,0.0009364653,0.0005225074,0.001460557,0.0004509958,0.0008628663,0.007479239],"category_scores_gemma":[0.01125017,0.0002550013,0.0003212754,0.001365563,0.0004469054,0.001627448,0.0004288684,0.0009053111,0.001001675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967807,"about_ca_system_score_gemma":0.0005839273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02528681,"about_ca_topic_score_gemma":0.03466824,"domain_scores_codex":[0.9993349,0.0001320848,0.00007713692,0.0001445548,0.0001796002,0.0001316557],"domain_scores_gemma":[0.9955246,0.001053643,0.001656498,0.0002127045,0.0006015641,0.0009510007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007190611,0.00005393608,0.9441052,0.0001846239,0.00006159993,0.0001870368,0.001534491,0.00002829607,0.0001605179,0.0006610597,0.005788631,0.04716279],"study_design_scores_gemma":[0.00001429559,0.00005950007,0.986698,0.0002058507,0.00004707296,0.0003175524,0.003683311,0.00007005008,0.0001099577,0.0007266547,0.008058916,0.000008880746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402627,0.01143325,0.0004131793,0.02709056,0.0006009195,0.00004525925,0.004393305,0.00004335869,0.01571752],"genre_scores_gemma":[0.9903086,0.003503192,0.0001806354,0.002830351,0.0002693124,0.00002572022,0.001010899,0.00001069751,0.001860646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02528681,"threshold_uncertainty_score":0.0502792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220693518","doi":"10.1177/23780231221084775","title":"Supernatural Sociology: Americans’ Beliefs by Race/Ethnicity, Gender, and Education","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Paranormal Experiences and Beliefs","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnic group; Paranormal; Race (biology); Religiosity; Bachelor; Gender studies; Psychology; Sociology; Social psychology; History; Anthropology; Medicine; Alternative medicine","authors":[{"name":"Tony Silva","is_ca":true},{"name":"Ashley Woody","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1441299059701523,"gpt":0.4937118166320225,"spread":0.3495819106618701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007246024,0.0001221311,0.0001260585,0.001018537,0.000773759,0.000634715,0.0002223487,0.000267004,0.003085521],"category_scores_gemma":[0.001886606,0.0001024664,0.0003146098,0.0007849965,0.000600658,0.0007096877,0.0006425648,0.0004770763,0.000261528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003937081,"about_ca_system_score_gemma":0.0003478149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01961607,"about_ca_topic_score_gemma":0.03476102,"domain_scores_codex":[0.9997092,0.00009874516,0.00001788688,0.00003055912,0.00005667079,0.00008689284],"domain_scores_gemma":[0.9986705,0.0002890526,0.0006058359,0.00004841345,0.000149926,0.0002363912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003939226,0.00007739841,0.991865,0.000006859588,0.00002064551,0.00002745827,0.003542024,0.00001493066,0.00008197697,0.000155544,0.000267943,0.003900913],"study_design_scores_gemma":[0.000002224281,0.00004103741,0.9854322,0.00001675989,0.0000126139,0.00005664864,0.01370725,0.00009168205,0.00004625353,0.00009668569,0.0004927132,0.000003916599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983404,0.0001111321,0.00003122385,0.0001512317,0.000004378552,0.000002937933,0.00009280047,7.495835e-7,0.001265049],"genre_scores_gemma":[0.9995152,0.00009412778,0.00002471052,0.00004600052,0.0000051899,0.000004190873,0.00007954545,5.444586e-7,0.0002304144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01961607,"threshold_uncertainty_score":0.03900379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979847352","doi":"10.1177/2378023119879016","title":"What Should Children Learn? Americans’ Changing Socialization Values, 1986–2018","year":2019,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Socialization; Psychology; Developmental psychology; Mathematics education","authors":[{"name":"Kei Nomaguchi","is_ca":false},{"name":"Melissa A. Milkie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2037429149669658,"gpt":0.4685934522300154,"spread":0.2648505372630496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009371695,0.00007207919,0.00007574742,0.0005091187,0.0009387321,0.001040303,0.0001563381,0.0003774894,0.001376727],"category_scores_gemma":[0.001967127,0.00006172084,0.00007478387,0.0006259934,0.0007949856,0.001015785,0.0006125079,0.001065479,0.0001368699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617371,"about_ca_system_score_gemma":0.0007774068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03503555,"about_ca_topic_score_gemma":0.09815768,"domain_scores_codex":[0.9997787,0.00006724124,0.00001043942,0.0000225441,0.00004204541,0.00007901993],"domain_scores_gemma":[0.9991747,0.0001532059,0.0002335047,0.00003672071,0.0001462359,0.0002556319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361877,0.0001482466,0.7867855,0.00005031269,0.00002208315,0.0002653961,0.1141395,0.0001257442,0.0008298274,0.005539175,0.008976476,0.08298153],"study_design_scores_gemma":[0.000002893623,0.00003836033,0.9190239,0.00004070566,0.000003838139,0.00007261262,0.06147565,0.00005782463,0.0001755995,0.0004901808,0.01861002,0.000008443829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892042,0.0004007862,0.00004392757,0.001942914,0.00002416101,0.000003941818,0.0002003663,0.000002297388,0.008177376],"genre_scores_gemma":[0.9981639,0.0004301298,0.00004910279,0.0001536479,0.00001486322,0.000004365991,0.0001141036,0.000001311109,0.001068543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03503555,"threshold_uncertainty_score":0.06966323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296502393","doi":"10.1177/23780231221126879","title":"Can Bureaucrats Break Trust? Testing Cultural and Institutional Theories of Trust with Chinese Panel Data","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of British Columbia","funders":"Marcus och Amalia Wallenbergs minnesfond; Riksbankens Jubileumsfond","keywords":"Perspective (graphical); Politics; Language change; Social trust; Public trust; Formative assessment; Blind trust; China; Social psychology; Panel data; World Values Survey; Public relations; Sociology; Political science; Psychology; Social capital; Social science; Economics; Law","authors":[{"name":"Malcolm Fairbrother","is_ca":false},{"name":"Jan Mewes","is_ca":false},{"name":"Rima Wilkes","is_ca":true},{"name":"Cary Wu","is_ca":true},{"name":"Giuseppe N. Giordano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2596327557609071,"gpt":0.4545724410028419,"spread":0.1949396852419348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008896219,0.0003832341,0.000545645,0.001394044,0.001778806,0.0017476,0.0009629811,0.0006571781,0.002778123],"category_scores_gemma":[0.02797887,0.00021162,0.000767676,0.002239262,0.001355892,0.001965842,0.001954265,0.0009891419,0.0002550259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456513,"about_ca_system_score_gemma":0.001457035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.107668,"about_ca_topic_score_gemma":0.04486784,"domain_scores_codex":[0.9953315,0.002325338,0.0004086809,0.0007023028,0.000475787,0.0007564798],"domain_scores_gemma":[0.9485002,0.02790595,0.01135872,0.006324187,0.003936918,0.001974149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247446,0.0001027658,0.9894749,0.00002216836,0.0001849399,0.0000942544,0.003106217,0.0008937812,0.00009000175,0.001096498,0.0003187381,0.0044911],"study_design_scores_gemma":[0.00004842481,0.0002267132,0.9601328,0.00004213251,0.0002939566,0.00004654029,0.008385838,0.02746345,0.0006050714,0.001421717,0.00130157,0.00003185984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983296,0.00003161495,0.000370261,0.00009636596,0.000006597796,0.0000198645,0.0002146391,0.000002394673,0.0009287331],"genre_scores_gemma":[0.9995427,0.00001271093,0.00009173647,0.0000134567,0.000003548342,0.00001875014,0.0002208227,6.766087e-7,0.00009559355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107668,"threshold_uncertainty_score":0.2140826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2929911271","doi":"10.1177/2378023119836330","title":"Do Green Behaviors Earn Social Status?","year":2019,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of Washington; Washington State University; National Science Foundation","keywords":"Green consumption; Ideology; Vignette; Politics; Consumption (sociology); Social status; Environmentalism; Social psychology; Psychology; Political science; Sociology; Economics; Social science; Law","authors":[{"name":"Emily Huddart Kennedy","is_ca":true},{"name":"Christine Horne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05692071557018209,"gpt":0.4191518780565375,"spread":0.3622311624863555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017018,0.0001043577,0.0002128035,0.001334849,0.0009316164,0.001391477,0.0002010707,0.0006166441,0.003710435],"category_scores_gemma":[0.004819982,0.0001195299,0.000168121,0.000608273,0.0016202,0.001337362,0.0008150879,0.0006741253,0.0003367235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325317,"about_ca_system_score_gemma":0.0002919234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006005206,"about_ca_topic_score_gemma":0.01378756,"domain_scores_codex":[0.9995246,0.0001309625,0.00002087841,0.00006169477,0.0001096482,0.0001523384],"domain_scores_gemma":[0.9972525,0.0005746072,0.0009310385,0.0001226171,0.000236726,0.0008825301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001885671,0.0003820953,0.9553841,0.00002149967,0.00004110231,0.0001330004,0.01637253,0.00003764221,0.0004915778,0.002356169,0.0005782541,0.02401333],"study_design_scores_gemma":[0.000007833881,0.00008738089,0.9749132,0.00001421336,0.000008376138,0.0000478241,0.02220844,0.0001170141,0.00006555664,0.001421084,0.00110054,0.00000839053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965276,0.00005113068,0.00002507721,0.0005323616,0.000008942697,0.000002813354,0.00002825482,9.72094e-7,0.002822852],"genre_scores_gemma":[0.9996031,0.00003683915,0.00001066843,0.000047453,0.000008485748,0.000001801988,0.00002245661,4.783453e-7,0.0002687324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006005206,"threshold_uncertainty_score":0.01241267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800860056","doi":"10.1177/2378023118769536","title":"Disagreement in Assessing Neighboring and Collective Efficacy: The Role of Social Distance","year":2018,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Collective efficacy; Social distance; Mile; Dimension (graph theory); Quarter (Canadian coin); Inequality; Ethnic group; Econometrics; Demographic economics; Sociology; Social psychology; Geography; Psychology; Economics; Mathematics","authors":[{"name":"John R. Hipp","is_ca":false},{"name":"Seth A. Williams","is_ca":false},{"name":"Adam Boessen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1215901047303409,"gpt":0.4650137187350176,"spread":0.3434236140046767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05090653,0.0003153413,0.0008430925,0.003080289,0.001595216,0.003190293,0.001337126,0.001046919,0.0008623707],"category_scores_gemma":[0.1875813,0.0003778304,0.0008523749,0.002691956,0.003622615,0.0029171,0.003613042,0.001096979,0.0001577693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006973532,"about_ca_system_score_gemma":0.0005254451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404433,"about_ca_topic_score_gemma":0.005558629,"domain_scores_codex":[0.9385746,0.04111056,0.005677382,0.005461484,0.008386323,0.000789592],"domain_scores_gemma":[0.7371987,0.2003592,0.02488144,0.02255606,0.01337306,0.00163154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021608,0.0001053772,0.9439189,0.0001462681,0.0004615143,0.00008944089,0.02440079,0.0007040535,0.0004243373,0.003358832,0.0006027455,0.02557166],"study_design_scores_gemma":[0.00002231678,0.0002329366,0.9527464,0.0002783184,0.000195079,0.0003295938,0.03149508,0.003594075,0.00114462,0.007572383,0.002308181,0.00008108106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780042,0.0005348321,0.01171523,0.0006447029,0.00007598362,0.00005709469,0.0001263183,0.00002316992,0.00881848],"genre_scores_gemma":[0.9980568,0.00006496938,0.001377283,0.00008700158,0.00002308333,0.00004409501,0.00007750459,0.000009662253,0.0002596199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05090653,"threshold_uncertainty_score":0.2692227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891112918","doi":"10.1177/2378023118789566","title":"Gender Gaps in Undergraduate Fields of Study: Do College Characteristics Matter?","year":2018,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Bachelor; Gender equity; Individualism; Equity (law); Gender gap; Gender studies; Sociology; Social psychology; Psychology; Demographic economics; Political science","authors":[{"name":"Ann L. Mullen","is_ca":true},{"name":"Jayne Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2703503570323437,"gpt":0.4600260331900198,"spread":0.1896756761576762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002636538,0.0001983536,0.0004775827,0.001344294,0.001218119,0.001813665,0.0006765798,0.0009071032,0.007141051],"category_scores_gemma":[0.01762124,0.0001581318,0.0003958796,0.00136844,0.001624025,0.001675382,0.001898368,0.0008570395,0.0005655672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996848,"about_ca_system_score_gemma":0.0009870209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00582421,"about_ca_topic_score_gemma":0.009742511,"domain_scores_codex":[0.9980615,0.0004795251,0.000118775,0.0003674659,0.0004203233,0.0005524298],"domain_scores_gemma":[0.9865085,0.005781263,0.00304881,0.0005553212,0.000539506,0.003566537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306727,0.0000906734,0.9867337,0.00002066681,0.0000431095,0.0000504606,0.001563546,0.00003397186,0.0001126221,0.0005707426,0.0003624757,0.01028736],"study_design_scores_gemma":[0.000006343512,0.00007320878,0.993584,0.00004831104,0.00001441596,0.00006318519,0.004221861,0.0001383489,0.00007550826,0.0009315493,0.0008378824,0.000005396766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947199,0.0008492476,0.0001684082,0.001197527,0.00003042688,0.000008483774,0.000146741,0.000005063,0.002874132],"genre_scores_gemma":[0.9995108,0.00007956248,0.00002265047,0.00008603329,0.00001260241,0.000002935095,0.00006267824,0.000002271873,0.0002205309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007141051,"threshold_uncertainty_score":0.02388918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387623171","doi":"10.1177/23780231231197034","title":"Consequences of Financial Strain for Psychological Distress among Older Adults: Examining the Explanatory Role of Multiple Components of the Self-Concept","year":2023,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Anxiety; Distress; Perspective (graphical); Mental health; Population; Anger; Clinical psychology; Depression (economics); Psychological distress; Developmental psychology; Psychiatry; Medicine","authors":[{"name":"Alex Bierman","is_ca":true},{"name":"Laura Upenieks","is_ca":false},{"name":"Yeonjung Lee","is_ca":true},{"name":"Megan Harmon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1231947891177954,"gpt":0.436997256978459,"spread":0.3138024678606636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003057744,0.0006760819,0.000380364,0.001434261,0.001017335,0.00165656,0.0006982922,0.0007840071,0.001762475],"category_scores_gemma":[0.01216102,0.0002524656,0.00127378,0.0008830699,0.001209982,0.001617742,0.002202243,0.001540032,0.00007098643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181063,"about_ca_system_score_gemma":0.002961193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02670432,"about_ca_topic_score_gemma":0.04685701,"domain_scores_codex":[0.9994302,0.0002683602,0.00004457306,0.00005644201,0.00008445971,0.000115899],"domain_scores_gemma":[0.9947721,0.002356966,0.001586093,0.0002529168,0.0003237824,0.0007081811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004648341,0.0001648499,0.9902561,0.00002002106,0.00006244971,0.00004987722,0.002079513,0.00004754609,0.00002720203,0.0004531798,0.00009460196,0.006698257],"study_design_scores_gemma":[0.000006975744,0.0001192004,0.9915389,0.00005731968,0.00007476751,0.00006807126,0.0064604,0.0006903604,0.00004353824,0.0007162952,0.0002156201,0.000008528557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976681,0.0006039818,0.0001035784,0.0007822074,0.00001460877,0.0000126537,0.00004743885,0.000001737803,0.0007656654],"genre_scores_gemma":[0.999202,0.0003384298,0.0001704265,0.0000613243,0.00001471808,0.00001316827,0.00004917387,9.302355e-7,0.0001498041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02670432,"threshold_uncertainty_score":0.05309772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315481970","doi":"10.1177/23780231221145067","title":"Trends in the Parenthood Gap in Health and Well-Being among U.S. Women from 1996 to 2018","year":2023,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Happiness; Psychology; Depression (economics); Pandemic; Well-being; Developmental psychology; Demography; Coronavirus disease 2019 (COVID-19); Disease; Medicine; Social psychology; Sociology; Infectious disease (medical specialty)","authors":[{"name":"Kei Nomaguchi","is_ca":false},{"name":"Melissa A. Milkie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09590661902075287,"gpt":0.4414533968750717,"spread":0.3455467778543188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089437,0.0002246326,0.0002578217,0.001257975,0.0007260553,0.0008051551,0.0004379285,0.0005371174,0.001805796],"category_scores_gemma":[0.002720892,0.0001750048,0.0003224006,0.002521508,0.0002459159,0.0008916113,0.001058014,0.0008372982,0.0003904449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009752514,"about_ca_system_score_gemma":0.00101902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0750165,"about_ca_topic_score_gemma":0.1041209,"domain_scores_codex":[0.9996568,0.00005458215,0.00005306924,0.00007081573,0.00005955109,0.0001052379],"domain_scores_gemma":[0.9983537,0.0002001079,0.0006867145,0.00004867944,0.0004461744,0.0002645973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001391835,0.0000595176,0.9822384,0.00007346122,0.00004028445,0.00007603609,0.001539959,0.00003805172,0.000136528,0.0001648682,0.004693743,0.01080002],"study_design_scores_gemma":[0.00000504091,0.00003916375,0.9926994,0.0000692062,0.00001272916,0.00005743823,0.002625147,0.0000536952,0.00008344328,0.00003727478,0.004313526,0.000003950095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800032,0.002324394,0.0000989307,0.00216297,0.0001180552,0.00002375537,0.0122529,0.00001811147,0.002997615],"genre_scores_gemma":[0.9837906,0.002669064,0.0001900513,0.0006583157,0.00008943045,0.0001242063,0.01055568,0.00001009716,0.00191251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0750165,"threshold_uncertainty_score":0.1491597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221067523","doi":"10.1177/23780231221088438","title":"The Age of Satisficing? Juggling Work, Education, and Competing Priorities during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Greater Texas Foundation","keywords":"Leverage (statistics); Satisficing; Pandemic; Quarter (Canadian coin); Postsecondary education; Higher education; Work (physics); Coronavirus disease 2019 (COVID-19); Demographic economics; Sociology; Psychology; Political science; Public relations; Economic growth; Economics; Infectious disease (medical specialty); Geography; Medicine; Disease","authors":[{"name":"Lauren Schudde","is_ca":false},{"name":"Sherri Castillo","is_ca":false},{"name":"Lauren Mena Shook","is_ca":false},{"name":"Huriya Jabbar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2356991581087073,"gpt":0.5321173561041203,"spread":0.2964181979954129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005483187,0.0001816485,0.0002841685,0.0005498842,0.007010103,0.004100128,0.000751908,0.001537765,0.001955316],"category_scores_gemma":[0.01135681,0.0003784544,0.0002753676,0.000522179,0.0053661,0.005138836,0.003993505,0.003521673,0.0002207581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714512,"about_ca_system_score_gemma":0.003751154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02385282,"about_ca_topic_score_gemma":0.04583816,"domain_scores_codex":[0.9964874,0.002144228,0.0001121769,0.000147727,0.0002410523,0.0008674842],"domain_scores_gemma":[0.9956464,0.001682688,0.0008512636,0.0001673077,0.0003947714,0.001257606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001036583,0.0001071654,0.09032082,0.00008414914,0.00002140233,0.0006231436,0.8792572,0.00007366273,0.0004364482,0.004750828,0.004075871,0.02014574],"study_design_scores_gemma":[0.000003610117,0.00003897387,0.0291446,0.00009360649,0.000004824857,0.000123797,0.963029,0.00007259443,0.00007514424,0.0009036898,0.006495017,0.00001515107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816219,0.0005701522,0.0002451443,0.01194447,0.0001058996,0.00001192346,0.00004086007,0.000005290321,0.005454292],"genre_scores_gemma":[0.9978997,0.0003495141,0.00008514161,0.001046091,0.00001907804,0.000009404678,0.00001818149,0.000003840282,0.0005690468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385282,"threshold_uncertainty_score":0.04742795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214773042","doi":"10.1177/23780231221076994","title":"Intergenerational Transmission of Trust: A Dyadic Approach","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Daughter; Socialization; Psychology; Social psychology; Developmental psychology; Biology; Evolutionary biology","authors":[{"name":"Cary Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1579596866799177,"gpt":0.4512603805170384,"spread":0.2933006938371207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003146756,0.0002692865,0.0005310306,0.001946184,0.001753416,0.002829392,0.0008757872,0.0004375888,0.003176026],"category_scores_gemma":[0.008398793,0.0002821745,0.0003695111,0.002331204,0.0009605542,0.003482206,0.0030768,0.000914781,0.000186416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467183,"about_ca_system_score_gemma":0.0007997207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01428239,"about_ca_topic_score_gemma":0.01855874,"domain_scores_codex":[0.9957861,0.003297301,0.0001233538,0.0003410946,0.0002226452,0.0002293773],"domain_scores_gemma":[0.9951567,0.002981769,0.0007084744,0.00047451,0.0004063603,0.0002721807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002653126,0.000327376,0.7386364,0.0003200361,0.001574962,0.002479268,0.08207172,0.003624802,0.001890136,0.08216611,0.002135605,0.08450826],"study_design_scores_gemma":[0.00003737185,0.0003727842,0.7584618,0.0004112829,0.001067925,0.001875327,0.1151436,0.03157269,0.000792761,0.07654805,0.01357405,0.0001423792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459594,0.001793667,0.03440951,0.001435893,0.00004920685,0.0001344148,0.0006367642,0.00002626067,0.01555501],"genre_scores_gemma":[0.9962097,0.0004343128,0.002580831,0.00003795336,0.000008031091,0.00006248382,0.0001215894,0.000004055371,0.0005409014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428239,"threshold_uncertainty_score":0.02839851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810356254","doi":"10.1177/2378023118783476","title":"Not in Your Backyard! Organizational Structure, Partisanship, and the Mobilization of Nonbeneficiary Constituents against “Fracking” in Illinois, 2013–2014","year":2018,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Mobilization; Beneficiary; Social mobilization; Social movement; Context (archaeology); Political science; Democracy; Resource mobilization; Politics; Organizational structure; Public administration; Political economy; Public relations; Sociology; Geography; Law","authors":[{"name":"Fedor A. Dokshin","is_ca":true},{"name":"Amanda Buday","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03917718194618368,"gpt":0.331901513087185,"spread":0.2927243311410013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002803679,0.0001270932,0.0001112605,0.001758638,0.005864969,0.003218472,0.0004867945,0.0007933638,0.004044422],"category_scores_gemma":[0.005867674,0.0001586545,0.0001275305,0.001153573,0.004422853,0.001182044,0.00264136,0.001082365,0.0004018038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003817253,"about_ca_system_score_gemma":0.0027187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05995699,"about_ca_topic_score_gemma":0.1787829,"domain_scores_codex":[0.9985867,0.0005805679,0.00004033527,0.0001487492,0.0002188468,0.0004248906],"domain_scores_gemma":[0.9931235,0.002691697,0.001948797,0.0002492577,0.0007767641,0.001210007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002752802,0.0004211086,0.7457997,0.00008823003,0.00005498804,0.0004255101,0.1683528,0.0004736377,0.00144217,0.01425,0.01372853,0.05468809],"study_design_scores_gemma":[0.00001111583,0.00008087323,0.7401308,0.0001136758,0.0000177482,0.00003424626,0.2303873,0.000419453,0.0005792189,0.001145886,0.02704667,0.00003291685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793809,0.0001326789,0.0002042132,0.00279316,0.00002429215,0.00001778275,0.00004423079,0.000009247752,0.01739352],"genre_scores_gemma":[0.9954215,0.00008505589,0.00009808686,0.0003366038,0.00002102454,0.00002565651,0.0000470664,0.000005522837,0.003959524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05995699,"threshold_uncertainty_score":0.119216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209107571","doi":"10.1177/23780231211052946","title":"Vaccine and COVID-19 Trajectories","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Pandemic; Equity (law); Inequality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; 2019-20 coronavirus outbreak; Health equity; Geography; Medicine; Environmental health; Public health; Infectious disease (medical specialty); Disease; Virology; Political science; Sociology; Outbreak; Mathematics","authors":[{"name":"Kate H. Choi","is_ca":true},{"name":"Patrick Denice","is_ca":true},{"name":"Sagi Ramaj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5587919789145029,"gpt":0.5876974087473258,"spread":0.02890542983282285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001772274,0.0002127066,0.000306166,0.001128579,0.0009539151,0.001732953,0.0005291851,0.0008115047,0.00971609],"category_scores_gemma":[0.01543608,0.0002465157,0.0008536645,0.001512879,0.0002724215,0.0017871,0.00143664,0.001576267,0.001362476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156682,"about_ca_system_score_gemma":0.001771078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04518183,"about_ca_topic_score_gemma":0.03892833,"domain_scores_codex":[0.9992564,0.0001960193,0.00006683043,0.0001442999,0.0001240426,0.0002124523],"domain_scores_gemma":[0.9956399,0.001058596,0.001508256,0.0002620551,0.0007091802,0.0008218909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003856301,0.000148972,0.9791931,0.00008026678,0.0002071066,0.00006597316,0.0008944119,0.0007458363,0.000117973,0.002559801,0.002733891,0.01286702],"study_design_scores_gemma":[0.0000201642,0.0003158104,0.9822943,0.0002076635,0.0001187471,0.0001931477,0.001907853,0.001966673,0.0002045711,0.002433361,0.01030482,0.00003292332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691548,0.00342535,0.001015296,0.003191956,0.0001101411,0.00008590976,0.009145985,0.0000450955,0.01382542],"genre_scores_gemma":[0.9905016,0.001235486,0.0004811322,0.0002010472,0.0000268972,0.00005541192,0.003959709,0.00001816226,0.003520424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04518183,"threshold_uncertainty_score":0.08983773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406216845","doi":"10.1177/23780231241306466","title":"Situational Fluidity and the Use of Identity Labels in Interactions","year":2025,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"Canada Research Chairs","keywords":"Identity (music); Situational ethics; Psychology; Social psychology; Aesthetics; Art","authors":[{"name":"Andy Holmes","is_ca":true},{"name":"Amin Ghaziani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.378799650719136,"gpt":0.5713988600898421,"spread":0.1925992093707061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006697043,0.0002673688,0.0002258992,0.001816073,0.003242475,0.005881484,0.0005139036,0.0008773399,0.001087851],"category_scores_gemma":[0.0272095,0.0003152093,0.0002394228,0.000683573,0.00796262,0.004239791,0.004855371,0.001611752,0.0001413045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154564,"about_ca_system_score_gemma":0.0007443393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034627,"about_ca_topic_score_gemma":0.002374155,"domain_scores_codex":[0.9866064,0.01029307,0.0004900426,0.0006753462,0.001462344,0.0004727366],"domain_scores_gemma":[0.9719486,0.01661616,0.006821121,0.002060909,0.00142805,0.001125209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003719569,0.0002572655,0.1449505,0.0001879914,0.00006964452,0.0005511119,0.7403321,0.0006461811,0.009489764,0.04318359,0.0004567349,0.05950323],"study_design_scores_gemma":[0.00005410999,0.000528961,0.2662569,0.0003994239,0.0001081865,0.001294296,0.6411074,0.008147241,0.005533604,0.04666175,0.02954246,0.0003656539],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827358,0.0001126195,0.004436664,0.0004224779,0.00001950842,0.00002538948,0.00001547723,0.00003691562,0.0121952],"genre_scores_gemma":[0.9987544,0.00002334015,0.0008720452,0.00003088454,0.000005649872,0.000008153681,0.000009383264,0.000009464798,0.0002868286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006697043,"threshold_uncertainty_score":0.0354178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220774742","doi":"10.1177/23780231221085115","title":"Not Just about the Money: Which Job Qualities Compensate for Unjust Pay?","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Saint Mary's University","funders":"","keywords":"Job design; Psychology; Job analysis; Job attitude; Job rotation; Job satisfaction; Autonomy; Social psychology; Job enrichment; Flexibility (engineering); Function (biology); Task (project management); Job performance; Stressor; Job characteristic theory; Supervisor; Management; Economics; Political science","authors":[{"name":"Atsushi Narisada","is_ca":true},{"name":"Scott Schieman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1696789028524227,"gpt":0.4082170409380442,"spread":0.2385381380856215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276579,0.0002010691,0.0002666021,0.000563711,0.001224919,0.003469942,0.0004782895,0.0005766351,0.003187396],"category_scores_gemma":[0.006699353,0.0001469901,0.0001961834,0.0006613271,0.002893384,0.002295558,0.001100356,0.0008683847,0.0002296534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214118,"about_ca_system_score_gemma":0.001798589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765908,"about_ca_topic_score_gemma":0.01417932,"domain_scores_codex":[0.999453,0.0001939518,0.00002154449,0.0000370559,0.0001172706,0.0001772357],"domain_scores_gemma":[0.996813,0.0009818759,0.0009582366,0.0002207118,0.0002623398,0.0007637513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006394119,0.0005480815,0.7057264,0.0002954412,0.000161156,0.0004264269,0.01997865,0.0009827447,0.001839098,0.1015587,0.005216332,0.1626276],"study_design_scores_gemma":[0.00005089067,0.0002931358,0.8698688,0.0002638393,0.00009565644,0.0003422966,0.05640417,0.002017707,0.0007102109,0.05968601,0.01022092,0.00004632234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549206,0.001450806,0.001698523,0.01322509,0.0001152225,0.00001557887,0.00004532639,0.00001241731,0.02851649],"genre_scores_gemma":[0.9986839,0.0001763495,0.0001880772,0.0002457292,0.00001788203,0.000002261302,0.000008113291,0.000002607085,0.0006751245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006765908,"threshold_uncertainty_score":0.01345307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133780565","doi":"10.1177/2378023121992934","title":"Disrupting the Complacency: Disaster Experience and Emergent Environmentalism","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmentalism; Denial; Climate change; Flood myth; Environmental ethics; Psychology; Political science; Social psychology; Geography; Politics; Ecology; Law","authors":[{"name":"Timothy J. Haney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7610235452859818,"gpt":0.6080071121189176,"spread":0.1530164331670643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143588,0.000203452,0.0001816831,0.0004811032,0.004040993,0.002856944,0.0004433123,0.0005908729,0.001761273],"category_scores_gemma":[0.003801438,0.0001669636,0.0001481636,0.0005349128,0.009189611,0.001240873,0.003534613,0.001658382,0.00006271451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756512,"about_ca_system_score_gemma":0.002448226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05343435,"about_ca_topic_score_gemma":0.09743544,"domain_scores_codex":[0.998962,0.0004647033,0.00002893514,0.00006049748,0.0002122822,0.0002714719],"domain_scores_gemma":[0.9980933,0.0007877264,0.0004698681,0.0001024018,0.0001596461,0.0003870673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004276131,0.00003975812,0.0334422,0.00004120894,0.000008466946,0.0007613951,0.9570609,0.00006882505,0.00123538,0.002513515,0.0004511882,0.004334477],"study_design_scores_gemma":[0.000003594482,0.00003177125,0.03847855,0.00002410106,0.000003750861,0.0002916074,0.955173,0.00006953114,0.0001572347,0.0006028527,0.005148546,0.00001554921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936543,0.0001173583,0.0002431078,0.0005527689,0.00001390117,0.000007165104,0.000008879056,0.00000439915,0.005398294],"genre_scores_gemma":[0.9995071,0.0000558655,0.00003485764,0.00005276759,0.000003655322,0.000002189531,0.0000052732,0.000001571752,0.0003367275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05343435,"threshold_uncertainty_score":0.1062467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135623027","doi":"10.1177/2378023120988199","title":"The Great Balancing Act: Households, Debt, and Economic Insecurity","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Debt; Food insecurity; Household debt; Economics; Business; Survey data collection; Public economics; Labour economics; Development economics; Economic growth; Finance; Food security","authors":[{"name":"Michelle Maroto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0922216708756657,"gpt":0.3322535962998517,"spread":0.2400319254241861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063869,0.0001191651,0.0001356875,0.0009738731,0.001125017,0.001795627,0.0002871326,0.000508502,0.004118057],"category_scores_gemma":[0.004375622,0.0001142617,0.0001309766,0.001847783,0.001978026,0.002304254,0.001748399,0.00088259,0.0001618184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174453,"about_ca_system_score_gemma":0.0006015808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008837801,"about_ca_topic_score_gemma":0.01700962,"domain_scores_codex":[0.9995046,0.0002671221,0.00002872632,0.00003004229,0.00007688149,0.00009266226],"domain_scores_gemma":[0.9957482,0.001582595,0.001701019,0.0001341693,0.0002200614,0.0006140051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004268941,0.0001399911,0.9638319,0.00002188461,0.00002424056,0.0001284368,0.008945172,0.0002549701,0.00003990986,0.01102735,0.002057808,0.01348558],"study_design_scores_gemma":[0.000005803931,0.00005517403,0.9441141,0.0001121786,0.0000125875,0.0001362856,0.04342305,0.0006428767,0.00006890995,0.005808341,0.005607712,0.0000128997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884276,0.0006104819,0.0001842333,0.002791087,0.00001089269,0.00000625166,0.0001156299,0.000001750727,0.007852155],"genre_scores_gemma":[0.9991789,0.0002710457,0.00004849763,0.0001026631,0.000006417944,0.000003796803,0.00004796577,6.238982e-7,0.0003399437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008837801,"threshold_uncertainty_score":0.0175727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2259348478","doi":"10.1177/2378023115625172","title":"The Geography of Stigma Management","year":2016,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Stigma (botany); Presentation (obstetrics); Identity management; Social psychology; Construct (python library); Psychology; Identity (music); Sociology; Sexual difference; Gender studies; Geography; Medicine","authors":[{"name":"Carly Knight","is_ca":false},{"name":"András Tilcsik","is_ca":true},{"name":"Michel Anteby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1017292015377906,"gpt":0.4327133511799968,"spread":0.3309841496422062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007446571,0.0001109205,0.0002080364,0.001428168,0.002933646,0.003975584,0.000427446,0.0007287408,0.006600582],"category_scores_gemma":[0.003630282,0.0001741482,0.0001670494,0.001403292,0.007537925,0.002431904,0.003517121,0.0009677768,0.0004625269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003371589,"about_ca_system_score_gemma":0.002191935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460788,"about_ca_topic_score_gemma":0.01122653,"domain_scores_codex":[0.9989435,0.0005011658,0.00003632225,0.0001232406,0.0001445175,0.0002511918],"domain_scores_gemma":[0.9982123,0.0005119168,0.0004371269,0.0002007657,0.0002210938,0.0004167977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008789828,0.000145379,0.2150637,0.0003395543,0.00006373863,0.00158209,0.09964284,0.0009350019,0.002289249,0.5633543,0.006241192,0.1102551],"study_design_scores_gemma":[0.00001865511,0.0001078049,0.4646189,0.0007231107,0.00003949284,0.001966246,0.1634781,0.0008022845,0.0008108607,0.1560704,0.2112875,0.00007678298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7456122,0.007653968,0.0033413,0.0189189,0.0001884352,0.00006207842,0.0002288732,0.00004039466,0.2239538],"genre_scores_gemma":[0.9964787,0.001326119,0.0001671272,0.000201361,0.00004002676,0.000009951162,0.00002354017,0.000007181196,0.001745957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460788,"threshold_uncertainty_score":0.0290457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285116852","doi":"10.1177/23780231221103059","title":"The Dilemmas of Spatializing Social Issues","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Disadvantaged; Newspaper; Categorical variable; Sociology; Stigma (botany); Space (punctuation); Value (mathematics); Political science; Psychology; Media studies; Law; Computer science","authors":[{"name":"Fernando Calderón-Figueroa","is_ca":true},{"name":"Daniel Silver","is_ca":true},{"name":"Olimpia Bidian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2485416864326093,"gpt":0.5108139425869029,"spread":0.2622722561542936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05409861,0.001069022,0.0013612,0.004517956,0.01664591,0.01892222,0.004328612,0.01114254,0.007022887],"category_scores_gemma":[0.09350618,0.0009238568,0.001122488,0.004395109,0.1375925,0.02976358,0.01526829,0.01225226,0.0008446525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009861493,"about_ca_system_score_gemma":0.007546613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023165,"about_ca_topic_score_gemma":0.007974724,"domain_scores_codex":[0.9538858,0.03407404,0.001398233,0.00419479,0.004926515,0.001520745],"domain_scores_gemma":[0.9224114,0.05677338,0.003738373,0.00919826,0.005640056,0.002238454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001054145,0.00001031432,0.0003878946,0.0000555909,0.00001078306,0.00004881876,0.01116771,0.0002937644,0.00003279791,0.9729767,0.005042794,0.009962286],"study_design_scores_gemma":[0.00002091661,0.00001020945,0.0004061834,0.0001684117,0.000008441554,0.0001014314,0.01795756,0.0002678506,0.0000600341,0.9307741,0.0502081,0.00001674193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03837639,0.01193974,0.03939313,0.7330117,0.002771415,0.0001047079,0.0001236524,0.0001083296,0.1741709],"genre_scores_gemma":[0.9245204,0.006647356,0.01775586,0.03840089,0.003822361,0.0003772742,0.00007115241,0.0001611068,0.008243636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05409861,"threshold_uncertainty_score":0.2861043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889122466","doi":"10.1177/2378023119881282","title":"A Meta-Analysis of the Association between Income Inequality and Intergenerational Mobility","year":2019,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gini coefficient; Inequality; Economic inequality; Demographic economics; Economics; Income distribution; Social mobility; Distribution (mathematics); Association (psychology); Econometrics; Income inequality metrics; Sociology; Psychology; Mathematics","authors":[{"name":"Ernesto F. L. Amaral","is_ca":false},{"name":"Shih-Keng Yen","is_ca":false},{"name":"Sharron Xuanren Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3999651006836782,"gpt":0.5103590414661235,"spread":0.1103939407824454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01439097,0.001558599,0.005434003,0.006091217,0.0007741425,0.002515017,0.001191891,0.001274091,0.00289406],"category_scores_gemma":[0.03720776,0.000710715,0.0235887,0.008357165,0.000493245,0.001108372,0.001314531,0.001403994,0.00022145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241615,"about_ca_system_score_gemma":0.001663137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006069569,"about_ca_topic_score_gemma":0.01346542,"domain_scores_codex":[0.9911914,0.004758131,0.001815673,0.001232927,0.0007217376,0.0002801561],"domain_scores_gemma":[0.9752,0.01852578,0.00256008,0.002100386,0.001372013,0.0002417393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001867535,0.00002710034,0.04758909,0.04603613,0.8798965,0.0002622162,0.0001447081,0.0006426547,0.0004410896,0.0004711469,0.001321485,0.0213004],"study_design_scores_gemma":[0.0001873409,0.0001713117,0.03063853,0.006652575,0.9584,0.0001710923,0.00008129785,0.0003098137,0.000264543,0.0005735905,0.002532922,0.0000169799],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04569675,0.946081,0.003885599,0.0007006403,0.0004689514,0.000157268,0.002047752,0.00006973555,0.0008922847],"genre_scores_gemma":[0.7043243,0.2834489,0.006937559,0.001045409,0.0004605644,0.0006246861,0.0022988,0.00008464982,0.0007752115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01439097,"threshold_uncertainty_score":0.07610768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404711417","doi":"10.1177/23780231241298808","title":"The Role of Cynicism in Social Responses to the Climate Emergency","year":2024,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cynicism; Psychology; Burnout; Social psychology; Political science; Clinical psychology; Politics","authors":[{"name":"Debra J. Davidson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5940790604466544,"gpt":0.6078578136113877,"spread":0.01377875316473332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01246353,0.0003050492,0.000345002,0.001536248,0.005159577,0.004228059,0.0007648942,0.001283205,0.001278762],"category_scores_gemma":[0.033635,0.0003214322,0.0003607339,0.00072649,0.008765364,0.002166969,0.004623683,0.003165454,0.00009359923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643616,"about_ca_system_score_gemma":0.004737826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009303489,"about_ca_topic_score_gemma":0.01335284,"domain_scores_codex":[0.9878575,0.008673023,0.0003540988,0.000354663,0.001638772,0.001122003],"domain_scores_gemma":[0.9625605,0.0253674,0.006611286,0.0008752376,0.00195408,0.002631446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008221607,0.0001224002,0.1605524,0.0001904408,0.00005890844,0.001065253,0.8138683,0.0002417384,0.001959441,0.007177832,0.0007411948,0.0139399],"study_design_scores_gemma":[0.00001317207,0.0001189685,0.1707309,0.0002593213,0.00002500858,0.0007673887,0.8136852,0.0009282925,0.0004358656,0.005819362,0.00713662,0.00007986436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894839,0.0002312914,0.0008906046,0.002126438,0.0000222032,0.00001846124,0.000009441804,0.000006593403,0.007211067],"genre_scores_gemma":[0.9994441,0.00005883075,0.0001378941,0.0001627798,0.000007932235,0.000008259909,0.00000452717,0.000002752569,0.0001729622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246353,"threshold_uncertainty_score":0.06591421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735764153","doi":"10.1177/2378023116685334","title":"Constrained Intentions","year":2017,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Fertility; German; Term (time); Psychology; Social psychology; Dynamics (music); Demography; Developmental psychology; Geography; Sociology; Population","authors":[{"name":"Claudia Geist","is_ca":false},{"name":"Sarah R. Brauner‐Otto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3565160713257658,"gpt":0.5422922780329243,"spread":0.1857762067071585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419173,0.0003101158,0.0002567931,0.0009837886,0.0004754256,0.001113515,0.0003405488,0.0004435016,0.008704012],"category_scores_gemma":[0.00545643,0.000232277,0.0004941909,0.0009378198,0.0003402575,0.0007259353,0.001477759,0.0005361448,0.0007935151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004039199,"about_ca_system_score_gemma":0.0003420126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106845,"about_ca_topic_score_gemma":0.01684713,"domain_scores_codex":[0.9992853,0.000248071,0.00008050459,0.0001509316,0.0001042634,0.0001309379],"domain_scores_gemma":[0.9966408,0.00105687,0.001202572,0.0005330206,0.0002301143,0.0003366236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001079035,0.0001579067,0.973071,0.00006949178,0.0001531638,0.00007626308,0.00409879,0.0007098302,0.0002921595,0.002265648,0.0008430873,0.01815469],"study_design_scores_gemma":[0.00000865037,0.00007438763,0.9929838,0.00002976352,0.00004250729,0.00005552048,0.001991983,0.0006523194,0.0001902775,0.001030542,0.002921924,0.0000182958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905189,0.0001361017,0.001208982,0.00007241214,0.000008549433,0.000107907,0.002900549,0.00001124474,0.005035474],"genre_scores_gemma":[0.9945506,0.00009585126,0.0008253338,0.00004148711,0.000003895449,0.0001766433,0.002155438,0.000003436263,0.002147208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106845,"threshold_uncertainty_score":0.02911782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386527382","doi":"10.1177/23780231231196517","title":"Mapping Anti-Asian Xenophobia: State-Level Variation in Implicit and Explicit Bias against Asian Americans across the United States","year":2023,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Asian americans; Variation (astronomy); Xenophobia; State (computer science); Implicit bias; Psychology; Demography; Demographic economics; Social psychology; Political science; Sociology; Gender studies; Racism; Economics; Ethnic group; Mathematics","authors":[{"name":"Nari Yoo","is_ca":false},{"name":"Harvey L. Nicholson","is_ca":true},{"name":"Doris F. Chang","is_ca":false},{"name":"Sumie Okazaki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2759241689516854,"gpt":0.4842923938825225,"spread":0.2083682249308372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172259,0.00008504379,0.00008542353,0.0005819441,0.0003930936,0.0004908055,0.0002261709,0.0001958756,0.0009253042],"category_scores_gemma":[0.003060268,0.00009877902,0.0001893567,0.0007951353,0.0002804047,0.0004114276,0.0007847052,0.0004248054,0.0001330521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000326186,"about_ca_system_score_gemma":0.0003442601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419211,"about_ca_topic_score_gemma":0.06466261,"domain_scores_codex":[0.9996706,0.0001392819,0.00003447666,0.0000569507,0.0000451683,0.00005356722],"domain_scores_gemma":[0.9959817,0.0009804673,0.001968519,0.0002922783,0.0004740862,0.0003029346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002126678,0.00001739602,0.9971662,0.000003647144,0.00001679622,0.000005041163,0.0007880807,0.00002498025,0.00006777396,0.00003826567,0.0001134129,0.001737092],"study_design_scores_gemma":[6.548842e-7,0.00001209839,0.9982539,0.000004444117,0.000005763985,0.00001000892,0.001386493,0.00009527475,0.00005241853,0.00002342145,0.0001539566,0.000001622931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991192,0.00002433819,0.00006239472,0.00003935836,0.000001898428,0.000002699003,0.0002249129,0.000001221959,0.0005238893],"genre_scores_gemma":[0.9994637,0.00002516252,0.00006027568,0.00001284279,0.000001453177,0.000005350709,0.0002775811,9.903407e-7,0.0001526253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02419211,"threshold_uncertainty_score":0.04810256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888029016","doi":"10.1177/2378023118795954","title":"Beyond America: Cross-national Context and the Impact of Religious Versus Secular Organizational Membership on Self-rated Health","year":2018,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Religious pluralism; Context (archaeology); Survey data collection; Religious organization; Social psychology; Sociology; Political science; Psychology; Geography; Law","authors":[{"name":"Laura Upenieks","is_ca":true},{"name":"Steven L. Foy","is_ca":false},{"name":"Andrew Miles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1234968240682145,"gpt":0.5180213329553656,"spread":0.3945245088871511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001453798,0.0001327527,0.0002315212,0.0007311911,0.000706176,0.00116604,0.0002520627,0.0003142651,0.002911629],"category_scores_gemma":[0.003572673,0.0001024301,0.0003156222,0.000886143,0.0005740068,0.0008745306,0.001635106,0.0007005308,0.0001399915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292255,"about_ca_system_score_gemma":0.0003667789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542722,"about_ca_topic_score_gemma":0.04963627,"domain_scores_codex":[0.9990944,0.0004578182,0.00004233603,0.0001394934,0.00009941868,0.0001666464],"domain_scores_gemma":[0.9964905,0.0009683651,0.001110016,0.0002572806,0.0003041387,0.0008696871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003797964,0.00005076987,0.995299,0.000009290163,0.0001051553,0.00004047518,0.001052493,0.00003609549,0.0001240818,0.000170307,0.000140063,0.002934336],"study_design_scores_gemma":[8.47361e-7,0.00002081907,0.9977388,0.00001025741,0.00001650755,0.00001941132,0.001786616,0.00005472467,0.00002356801,0.00004600779,0.0002807243,0.000001739868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976191,0.0003039081,0.00007783458,0.0002185543,0.00001272821,0.000003580616,0.0001161619,0.000001703238,0.001646364],"genre_scores_gemma":[0.9996251,0.00007190586,0.00003217921,0.00003841176,0.000006184097,0.000002909184,0.0001045093,0.000001008121,0.0001176844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542722,"threshold_uncertainty_score":0.03067487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312640983","doi":"10.1177/23780231221132383","title":"Gender and Educational Variation in How Temporal Dimensions of Paid Work Affect Parental Child Care Time","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of British Columbia","keywords":"Affect (linguistics); Notice; Work (physics); Child care; Psychology; Paid work; Time allocation; Set (abstract data type); Variation (astronomy); Care work; Full-time; Paternal care; Developmental psychology; Working time; Parental leave; Work hours; Inequality; Medicine; Sociology; Nursing; Political science; Computer science; Pregnancy; Communication","authors":[{"name":"Yue Qian","is_ca":true},{"name":"Liana C. Sayer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0833647767770072,"gpt":0.4029352328761399,"spread":0.3195704560991327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008562147,0.0001120907,0.0001331634,0.0008590373,0.000478068,0.0008384942,0.0002906706,0.0002253555,0.002205518],"category_scores_gemma":[0.004031875,0.0001189178,0.0002826907,0.001105626,0.000306035,0.0004797038,0.0006180799,0.0002772342,0.000207667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547226,"about_ca_system_score_gemma":0.0003866724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001565,"about_ca_topic_score_gemma":0.05066998,"domain_scores_codex":[0.9994382,0.0001618738,0.00004435597,0.00009434015,0.0001005246,0.0001607113],"domain_scores_gemma":[0.9975533,0.0007875814,0.0009958426,0.0001503806,0.0002053016,0.0003076688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005371423,0.00002178643,0.9937609,0.000005212692,0.00001876515,0.00003401375,0.001862537,0.00002926746,0.000104919,0.0001754319,0.0001375076,0.003796007],"study_design_scores_gemma":[7.903963e-7,0.0000194898,0.9966832,0.000006166885,0.000004526326,0.00002995497,0.002783041,0.00005776704,0.00003267585,0.0000542354,0.0003256191,0.000002406063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982666,0.0001282805,0.0001176148,0.0000556892,0.000007143509,0.000003459905,0.0002905424,0.000001447169,0.001129228],"genre_scores_gemma":[0.9993916,0.00005445403,0.00005751953,0.00001141427,0.000002907009,0.000004838798,0.0001551065,0.000001472556,0.0003207686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02001565,"threshold_uncertainty_score":0.03979832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403514192","doi":"10.1177/23780231241288594","title":"Keeping Everyone Buoyant: The Care Work of Women Faculty and Research Staff during COVID-19","year":2024,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; McMaster University","funders":"Canada Research Chairs","keywords":"Coronavirus disease 2019 (COVID-19); Work (physics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medical education; Psychology; Medicine; Engineering; Virology; Mechanical engineering; Outbreak","authors":[{"name":"Loa Gordon","is_ca":true},{"name":"Gabriella Christopher","is_ca":true},{"name":"N McNair","is_ca":true},{"name":"Marisa Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2400336663071268,"gpt":0.5144122529349339,"spread":0.2743785866278071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01212031,0.0005511869,0.000666164,0.001459927,0.0301425,0.01034874,0.002756279,0.003144139,0.003118486],"category_scores_gemma":[0.02108431,0.0006942165,0.0005625932,0.001447569,0.01852013,0.005464292,0.01598451,0.0053279,0.0004592637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01472062,"about_ca_system_score_gemma":0.0228085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06616262,"about_ca_topic_score_gemma":0.1398934,"domain_scores_codex":[0.9832057,0.01043666,0.0003799596,0.0006381859,0.001171094,0.004168289],"domain_scores_gemma":[0.9886674,0.004851752,0.001588728,0.0004120217,0.001080613,0.003399452],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002955793,0.0000249563,0.007444432,0.0000558672,0.00000690695,0.0003736117,0.9807358,0.00001352709,0.0001671747,0.001241547,0.002139033,0.007767511],"study_design_scores_gemma":[0.00000118691,0.00002353339,0.001322468,0.00005665755,0.000002196267,0.00008117507,0.9926005,0.000008304451,0.00003922388,0.0001643688,0.005692767,0.000007616945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541874,0.003017914,0.0008750834,0.03177923,0.0005844759,0.00005875741,0.00007948784,0.00002431012,0.009393273],"genre_scores_gemma":[0.9906093,0.001356178,0.0004958925,0.004548286,0.0000978929,0.00004574006,0.00003022703,0.00002388814,0.002792706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9878797,"threshold_uncertainty_score":0.131555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414947706","doi":"10.1177/23780231251381875","title":"Conceptualizing Affective Climate Polarization","year":2025,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Outgroup; Elite; Polarization (electrochemistry); Identity (music); Climate change; Social identity theory; Motivated reasoning","authors":[{"name":"Emily Huddart Kennedy","is_ca":true},{"name":"Tony Silva","is_ca":true},{"name":"Parker Muzzerall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.646998872686864,"gpt":0.6202226613331966,"spread":0.02677621135366737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002824126,0.0004480885,0.0002424916,0.002170467,0.002812707,0.004503803,0.000640162,0.001131625,0.002841226],"category_scores_gemma":[0.006396601,0.0001865444,0.0003572839,0.001418589,0.009245076,0.003841172,0.004393475,0.002500473,0.0003077977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500515,"about_ca_system_score_gemma":0.0006651978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246149,"about_ca_topic_score_gemma":0.0006432738,"domain_scores_codex":[0.9968578,0.001988256,0.00008234069,0.0002266073,0.0004595631,0.0003854797],"domain_scores_gemma":[0.9969025,0.001681712,0.0004826351,0.0001834403,0.0003502543,0.0003994658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000174286,0.0003080168,0.09544,0.0002361964,0.0000742616,0.0009617344,0.1501582,0.001798749,0.00501741,0.6638826,0.004408452,0.07754023],"study_design_scores_gemma":[0.00004588964,0.0002438895,0.1123599,0.0005441343,0.00007161454,0.002153392,0.1980682,0.009119348,0.001196292,0.5704261,0.1056565,0.0001146671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6753939,0.002805471,0.05187143,0.01197726,0.0005423964,0.0001453044,0.0001230138,0.00005675806,0.2570844],"genre_scores_gemma":[0.9971895,0.0003723824,0.001014501,0.0005676127,0.00008454904,0.0000529588,0.00003049346,0.000006918427,0.000681141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004503803,"threshold_uncertainty_score":0.01493561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408673641","doi":"10.1177/23780231251325087","title":"Is Deliberate Control of Behavior Rare? A Test of the Automaticity Dominance Perspective","year":2025,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Automaticity; Dominance (genetics); Perspective (graphical); Psychology; Test (biology); Cognitive psychology; Neuroscience; Computer science; Biology; Ecology; Cognition; Artificial intelligence","authors":[{"name":"Andrew Miles","is_ca":true},{"name":"Salwa Khan","is_ca":true},{"name":"Yagana Samim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09713466724638853,"gpt":0.4815670303926619,"spread":0.3844323631462734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02109245,0.0004140243,0.0008471996,0.001367272,0.001393993,0.002401831,0.001095808,0.001147184,0.004078407],"category_scores_gemma":[0.09599493,0.0004335424,0.0007799229,0.0006623618,0.006500869,0.005399179,0.003519552,0.001731979,0.0002291518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207436,"about_ca_system_score_gemma":0.000963972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885422,"about_ca_topic_score_gemma":0.0008887305,"domain_scores_codex":[0.9784787,0.01111868,0.001189569,0.003631925,0.004094987,0.001486173],"domain_scores_gemma":[0.6961577,0.2319607,0.02886985,0.03345427,0.004683298,0.004874269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004503626,0.002111651,0.8227304,0.0002512815,0.0006747793,0.00115951,0.01333104,0.004879699,0.01206186,0.06495383,0.0008202515,0.07252218],"study_design_scores_gemma":[0.0003839842,0.002424095,0.8221784,0.00006143183,0.0002109207,0.002041271,0.006253445,0.05358806,0.004293868,0.10615,0.002248589,0.0001659861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836059,0.00006679801,0.007681866,0.0006950595,0.00002148365,0.00003592899,0.00004879502,0.00002277513,0.007821474],"genre_scores_gemma":[0.9991142,0.00001162847,0.0006316965,0.00006342402,0.00002191395,0.00001575993,0.00002363171,0.000004804417,0.0001128799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109245,"threshold_uncertainty_score":0.1115489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400921090","doi":"10.1177/23780231241258361","title":"The Long Haul Home: The Relationship between Commuting Distance, Work Hours, Work-to-Family Conflict, and Psychological Distress","year":2024,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Mental health; Neighbourhood (mathematics); Psychological distress; Psychology; Stressor; Distress; Demographic economics; Work (physics); Work–family conflict; Mental distress; Social psychology; Clinical psychology; Psychiatry; Economics; Engineering","authors":[{"name":"Shirin Montazer","is_ca":false},{"name":"Marisa Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2504505602886732,"gpt":0.4784945759416927,"spread":0.2280440156530195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003651369,0.0001457091,0.0001689273,0.0004536832,0.0006736494,0.0008009272,0.000321508,0.0003160733,0.002158913],"category_scores_gemma":[0.002156339,0.00009387462,0.0002084372,0.0005129896,0.0005195507,0.0004612929,0.0007952076,0.0004843959,0.00008524556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006092846,"about_ca_system_score_gemma":0.0005672854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0365067,"about_ca_topic_score_gemma":0.08480822,"domain_scores_codex":[0.9997465,0.0001066355,0.0000201664,0.00003221165,0.00003856527,0.00005593945],"domain_scores_gemma":[0.9984183,0.0003930036,0.0004699646,0.00006039408,0.00008509907,0.0005731949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007016901,0.00005525458,0.9962136,0.00001421444,0.00004416701,0.0001025817,0.001094325,0.00003956821,0.0001385393,0.00006071765,0.00006384466,0.002102977],"study_design_scores_gemma":[9.733637e-7,0.00003800586,0.9967517,0.000008845254,0.00001040103,0.00006009125,0.002906591,0.00005151459,0.00002108575,0.00002479604,0.0001235832,0.000002479085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993545,0.0002046752,0.00002387216,0.00008166261,0.000003847176,0.000001574658,0.00003100817,4.252232e-7,0.0002984406],"genre_scores_gemma":[0.999822,0.00005322465,0.00001504911,0.000008228777,0.000002803179,0.000001216944,0.00001486135,2.973862e-7,0.00008235298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0365067,"threshold_uncertainty_score":0.07258844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312531296","doi":"10.1177/23780231221135971","title":"Climate-Related Disasters and Children’s Health: Evidence from Hurricane Harvey","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Flooding (psychology); Extreme weather; Climate change; Immigration; Demography; Geography; Psychology; Environmental health; Gerontology; Medicine; Sociology","authors":[{"name":"Ethan J. Raker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1928788037594245,"gpt":0.4501534400327184,"spread":0.2572746362732939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002049725,0.0002353193,0.0003176226,0.0007462149,0.0006101513,0.0007802871,0.0005812809,0.0005673094,0.002716207],"category_scores_gemma":[0.01162551,0.0002505362,0.0008095962,0.001492955,0.0009273536,0.0005628692,0.001345514,0.0009565125,0.0001635107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360809,"about_ca_system_score_gemma":0.001142737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04571059,"about_ca_topic_score_gemma":0.06520094,"domain_scores_codex":[0.9989212,0.0005097089,0.00007684131,0.0001317454,0.0001792017,0.0001814254],"domain_scores_gemma":[0.988929,0.005785361,0.003288558,0.0005003979,0.0007774307,0.0007192165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003372801,0.0001269233,0.9711428,0.0005294798,0.0006973826,0.0003319414,0.003336134,0.0001558312,0.00004969893,0.0005755703,0.00248334,0.0202336],"study_design_scores_gemma":[0.00002884693,0.0001310193,0.9921229,0.0004715269,0.0003433293,0.000158301,0.002816416,0.00004229131,0.00006708955,0.0002109116,0.0035973,0.00001002464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697026,0.01867734,0.00008619753,0.004296795,0.00008088949,0.00001529366,0.0009156392,0.000003833835,0.006221361],"genre_scores_gemma":[0.9839849,0.01446375,0.0001022856,0.0005975698,0.00008807782,0.00001364248,0.0003934873,0.000003946252,0.0003522477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04571059,"threshold_uncertainty_score":0.09088904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396753058","doi":"10.1177/23780231241245843","title":"Practice What You Preach: Complicating the Relationship among Christian Religious Identity, Abortion Attitudes, and Reported Abortion Experiences among Canadians","year":2024,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Abortion; Identity (music); Religious identity; Social psychology; Psychology; Obstetrics; Gender studies; Sociology; Medicine; Religiosity; Pregnancy; Philosophy","authors":[{"name":"Lexie Milmine","is_ca":true},{"name":"Tina Fetner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1311231892064929,"gpt":0.4840118479989386,"spread":0.3528886587924457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005479916,0.0002883196,0.0004714716,0.002211341,0.01233523,0.002664271,0.002376957,0.00116369,0.002655887],"category_scores_gemma":[0.02529816,0.0004721865,0.0005519791,0.004763595,0.003982924,0.001154912,0.001961788,0.001502248,0.0001729372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03750885,"about_ca_system_score_gemma":0.04882542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951012,"about_ca_topic_score_gemma":0.9975961,"domain_scores_codex":[0.996471,0.0008342735,0.0001735228,0.0002487653,0.001275374,0.0009969486],"domain_scores_gemma":[0.9855113,0.004359076,0.002264632,0.0004804379,0.004811278,0.002573418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007830769,0.0001028808,0.8818313,0.0001379097,0.00005595165,0.0002671199,0.09277315,0.00008482671,0.000166622,0.001226387,0.006327822,0.01694774],"study_design_scores_gemma":[0.000018103,0.00005550351,0.8043112,0.0003377435,0.00005506843,0.0002112034,0.1834949,0.0004004043,0.0001350202,0.0003455647,0.01057822,0.00005717104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775538,0.001393389,0.0001311258,0.01127391,0.00007007693,0.0000782627,0.0007255474,0.000008720563,0.008765346],"genre_scores_gemma":[0.9963194,0.000664701,0.0002110449,0.001553743,0.0000189566,0.00002411359,0.0001797355,0.000007025076,0.001021132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03750885,"threshold_uncertainty_score":0.2721471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409428864","doi":"10.1177/23780231251328714","title":"From Funding Equity Initiatives to Research Productivity: Quantifying the Impact of NSF ADVANCE Awards on Recipients’ Publication Trajectories","year":2025,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Equity (law); Productivity; Political science; Economics; Regional science; Public economics; Economic growth; Geography; Law","authors":[{"name":"Alexander J. Gates","is_ca":false},{"name":"Laura K. Nelson","is_ca":true},{"name":"Rachael Grudt","is_ca":false},{"name":"Kathrin Zippel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8732843629579464,"gpt":0.7383037569837724,"spread":0.1349806059741741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.03363131,0.0004201312,0.0006112952,0.006055567,0.00156569,0.006546149,0.001013659,0.0009459863,0.003684496],"category_scores_gemma":[0.1687738,0.000279335,0.001026929,0.01145118,0.001150054,0.005082211,0.005395854,0.001521014,0.001175975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002252532,"about_ca_system_score_gemma":0.003804923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405708,"about_ca_topic_score_gemma":0.004775839,"domain_scores_codex":[0.9826147,0.007274126,0.002218582,0.001656786,0.004897112,0.00133868],"domain_scores_gemma":[0.8043207,0.1057271,0.05209851,0.01366628,0.01515203,0.009035374],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003009003,0.0002375428,0.9170094,0.0001643814,0.0002811502,0.00005589449,0.002379106,0.001439949,0.0002986641,0.002630676,0.0009253996,0.07427694],"study_design_scores_gemma":[0.00002862248,0.0004861506,0.9769403,0.0001792818,0.0001878852,0.0001334868,0.003579936,0.003207336,0.00107488,0.007476022,0.006655469,0.00005050744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799008,0.001828916,0.005794264,0.002054999,0.0001002541,0.0001301452,0.002044527,0.00006731444,0.008078874],"genre_scores_gemma":[0.9953496,0.0004457215,0.001655054,0.0001301272,0.00006125109,0.0001419776,0.0009894677,0.00002302432,0.001203885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939444,"threshold_uncertainty_score":0.1778615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297129521","doi":"10.1177/23780231221124580","title":"Coethnic Concentration and Asians’ Perceived Discrimination across U.S. Counties during COVID-19","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Context (archaeology); Pandemic; Unemployment; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demographic economics; Demography; Geography; Survey data collection; Economic growth; Sociology; Medicine; Economics; Statistics","authors":[{"name":"Rennie Lee","is_ca":false},{"name":"Yue Qian","is_ca":true},{"name":"Cary Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1999642186326502,"gpt":0.5190378417288767,"spread":0.3190736230962266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008250044,0.0001562452,0.0001502005,0.000519343,0.001449632,0.001280727,0.0002496518,0.0003620231,0.002128863],"category_scores_gemma":[0.002844925,0.0001385094,0.0002335481,0.000620171,0.0007345025,0.000708339,0.001420835,0.0008645048,0.0001686978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006365041,"about_ca_system_score_gemma":0.000518713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03276086,"about_ca_topic_score_gemma":0.06805876,"domain_scores_codex":[0.9995778,0.0001638262,0.00003020037,0.00004960746,0.00005204795,0.0001264783],"domain_scores_gemma":[0.9965838,0.0004265348,0.001621776,0.0001339518,0.0003400619,0.0008939322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003805062,0.00005907796,0.9872276,0.000009240695,0.00002801303,0.00003622577,0.009527515,0.0000299112,0.0001086511,0.0001032059,0.0004754052,0.002356965],"study_design_scores_gemma":[0.000001630231,0.00004091327,0.9622304,0.00001882923,0.000007753752,0.00002642189,0.03699375,0.00007530968,0.00004890158,0.00003882019,0.0005118875,0.000005341832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991793,0.00003502134,0.00001603597,0.0001446412,0.000005049798,0.00000158364,0.00004037099,6.16102e-7,0.0005773322],"genre_scores_gemma":[0.9996624,0.00004407329,0.00001770638,0.00005147543,0.000004175444,0.000002783473,0.00006768925,8.027802e-7,0.0001487905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03276086,"threshold_uncertainty_score":0.06514037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393205937","doi":"10.1177/23780231241241035","title":"Growing Uncertainty in Marriage Expectations among U.S. Youth","year":2024,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Economics; Sociology; Social psychology; Political science; Demographic economics","authors":[{"name":"Joanna R. Pepin","is_ca":true},{"name":"Philip N. Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.169040360509993,"gpt":0.4605513096912892,"spread":0.2915109491812962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009269844,0.0001095951,0.0001579966,0.0007355364,0.0005395894,0.001109906,0.000255721,0.0003792081,0.002134502],"category_scores_gemma":[0.004069525,0.0001491011,0.00024692,0.001089767,0.0001893572,0.0007218334,0.0006697646,0.0005977856,0.0002748191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249282,"about_ca_system_score_gemma":0.0004815997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06696826,"about_ca_topic_score_gemma":0.1225755,"domain_scores_codex":[0.9997395,0.00006286363,0.00003042796,0.00004123649,0.00008039308,0.00004562758],"domain_scores_gemma":[0.9977812,0.0004995507,0.0008925684,0.000084968,0.0004352471,0.000306542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002902183,0.00002449453,0.9877532,0.00001061569,0.00002592854,0.00003952657,0.001559714,0.0001173541,0.00005379105,0.0001702652,0.002127595,0.008088539],"study_design_scores_gemma":[0.000002311577,0.0000270773,0.9918617,0.00002799286,0.00001161854,0.00004393328,0.005354712,0.0004567271,0.00008626298,0.0001795774,0.001942772,0.000005357188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941849,0.0003655586,0.000106902,0.001015414,0.00001458347,0.000003591704,0.001735735,0.000009311127,0.002564018],"genre_scores_gemma":[0.9979677,0.0002524825,0.00005496776,0.00009140727,0.000008934241,0.000004389453,0.001278887,0.000001759562,0.0003395865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06696826,"threshold_uncertainty_score":0.133157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}