{"meta":{"query_hash":"2a629a47a516","filters":{"venue":"Policy Insights from the Behavioral and Brain Sciences"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2a629a47a516","api":"https://metacan.xera.ac/api/v1/cohort?venue=Policy+Insights+from+the+Behavioral+and+Brain+Sciences"},"results":[{"id":"W2052456312","doi":"10.1177/2372732214548861","title":"Stereotype Threat in School and at Work","year":2014,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stereotype threat; Affirmative action; Backlash; Social psychology; Stereotype (UML); Psychology; Social identity theory; Diversity (politics); Coping (psychology); Public policy; Racism; Sexual orientation; Political science; Public relations; Social group; Clinical psychology","score_opus":0.08104360406555781,"score_gpt":0.38945696417098674,"score_spread":0.3084133601054289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052456312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5443138,0.046310622,0.004664615,0.041945755,0.0017890924,0.00016085072,0.00020496393,0.000050290113,0.3605601],"genre_scores_gemma":[0.9814902,0.008749148,0.000594808,0.0036241787,0.00046368295,0.000041799936,0.00004081817,0.000008819807,0.0049865637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99580234,0.0019112346,0.00017620261,0.00025173152,0.0011917424,0.0006668195],"domain_scores_gemma":[0.9937609,0.0023521609,0.00200087,0.00033284258,0.00044635189,0.0011068186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004321591,0.00028616845,0.00033495552,0.0019582487,0.0046067396,0.0041955886,0.00073033106,0.0023101915,0.004968026],"category_scores_gemma":[0.006001911,0.00015657276,0.0005286267,0.0012621953,0.010235005,0.0032349054,0.0033718834,0.0021778678,0.0003419518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022577947,0.0006796812,0.16463847,0.0014205913,0.00011215922,0.0023043752,0.123105615,0.00078340276,0.0010906421,0.41320816,0.016391272,0.2760399],"study_design_scores_gemma":[0.000044494165,0.00036453022,0.25376856,0.005631145,0.00010120689,0.002856578,0.22572409,0.0005694175,0.0013773722,0.23140182,0.278006,0.00015465947],"about_ca_topic_score_codex":0.010093402,"about_ca_topic_score_gemma":0.015174456,"teacher_disagreement_score":0.010093402,"about_ca_system_score_codex":0.0041806633,"about_ca_system_score_gemma":0.00511728,"threshold_uncertainty_score":0.030333042},"labels":[],"label_agreement":null},{"id":"W2100325357","doi":"10.1177/2372732214550166","title":"How Discrimination Against Ethnic and Religious Minorities Contributes to the Underutilization of Immigrants’ Skills","year":2014,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Western University","funders":"","keywords":"Immigration; Ethnic group; Ambiguity; Psychological intervention; Unemployment; Underemployment; Political science; Demographic economics; Psychology; Social psychology; Economic growth; Economics; Law","score_opus":0.07527678422507032,"score_gpt":0.38383156031141763,"score_spread":0.3085547760863473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100325357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98788506,0.00054179557,0.00021400326,0.0043765428,0.00003725379,0.0000075005632,0.000035580953,0.0000027530605,0.006899617],"genre_scores_gemma":[0.99825424,0.00041005967,0.00006122022,0.0003980902,0.000026367683,0.0000027757903,0.000013987993,0.000001982841,0.000831219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865377,0.0005441184,0.00004749002,0.0001061902,0.00018965307,0.00045870512],"domain_scores_gemma":[0.9969247,0.00074288156,0.00111227,0.00024690264,0.00024744056,0.00072584086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001707635,0.00016804614,0.00018872743,0.00070730655,0.0012668498,0.0016701657,0.0003814239,0.0009072453,0.007279988],"category_scores_gemma":[0.0065774657,0.00015302974,0.0004268983,0.00045840858,0.0012007596,0.0006891398,0.0017109335,0.0009907278,0.00046636906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002864349,0.0005056836,0.8941486,0.00008346494,0.00017320746,0.00090543623,0.0068180463,0.00030693688,0.002380019,0.0154734375,0.002457769,0.07646088],"study_design_scores_gemma":[0.000038243586,0.00019104734,0.96301216,0.00020435668,0.00013329052,0.0009325179,0.011907465,0.0010811674,0.00079346495,0.014359254,0.0073105576,0.00003647287],"about_ca_topic_score_codex":0.008335049,"about_ca_topic_score_gemma":0.011073335,"teacher_disagreement_score":0.008335049,"about_ca_system_score_codex":0.0005667817,"about_ca_system_score_gemma":0.0013649046,"threshold_uncertainty_score":0.024353981},"labels":[],"label_agreement":null},{"id":"W2234043343","doi":"10.1177/2372732215602907","title":"Accuracy of Intelligence Forecasts From the Intelligence Consumer’s Perspective","year":2015,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Defence Research and Development Canada","funders":"Defence Research and Development Canada","keywords":"Perspective (graphical); Meaning (existential); Context (archaeology); Psychology; Intelligence analysis; Term (time); Social psychology; Cognitive psychology; Artificial intelligence; Computer science; Econometrics; Mathematics; Geography","score_opus":0.16896265634331292,"score_gpt":0.3678857346436298,"score_spread":0.19892307830031686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234043343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96182567,0.00022610629,0.0048445216,0.0010866913,0.000055103876,0.000031106476,0.00031198087,0.00006579931,0.03155285],"genre_scores_gemma":[0.9980736,0.00008469254,0.0010706473,0.00007965603,0.000021238497,0.0000076159854,0.00014607723,0.000012082085,0.0005043215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954526,0.0011781072,0.00031342526,0.0004907022,0.002398998,0.00016623158],"domain_scores_gemma":[0.97036767,0.014914365,0.005401671,0.0028166522,0.0059427,0.000556985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050692996,0.00028588157,0.0002870319,0.0012171633,0.00042501223,0.0035250362,0.00033230727,0.0009880437,0.0028482745],"category_scores_gemma":[0.056265607,0.0002146848,0.00040407816,0.0007407163,0.001219759,0.0034863453,0.0010371518,0.0013030892,0.00054445455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025247736,0.00031446991,0.7625888,0.00026520598,0.0005283116,0.00063905166,0.030240646,0.010091464,0.016171562,0.029945446,0.005644828,0.14104554],"study_design_scores_gemma":[0.00008532893,0.0007381537,0.8976001,0.00017962967,0.00030982483,0.0006578678,0.014110609,0.031246917,0.0114878705,0.03274201,0.010532407,0.000309207],"about_ca_topic_score_codex":0.0050602024,"about_ca_topic_score_gemma":0.0031339237,"teacher_disagreement_score":0.0050692996,"about_ca_system_score_codex":0.0009567505,"about_ca_system_score_gemma":0.00047810443,"threshold_uncertainty_score":0.026809335},"labels":[],"label_agreement":null},{"id":"W2888656135","doi":"10.1177/2372732218782995","title":"Social Equality: Cognitive Modeling Based on Emotional Coherence Explains Attitude Change","year":2018,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Cultural Differences and Values","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Coherence (philosophical gambling strategy); Psychology; Social psychology; Cognition; Poverty; Value (mathematics); Identity (music); Field (mathematics); Cognitive psychology; Political science; Computer science","score_opus":0.5209054433281843,"score_gpt":0.4943351051705678,"score_spread":0.026570338157616558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888656135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79525775,0.00052986917,0.10920325,0.010535623,0.00015889088,0.00009295463,0.00013496268,0.00014147663,0.083945215],"genre_scores_gemma":[0.99485683,0.00007327978,0.003985657,0.00018182969,0.000016030635,0.000030762898,0.000030344394,0.000013971266,0.00081128516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989298,0.00070408423,0.000023227081,0.00013032138,0.00009545825,0.00011702763],"domain_scores_gemma":[0.9969158,0.0021330696,0.00036282674,0.00024756583,0.00018552189,0.00015523184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017922386,0.0004211654,0.00024816193,0.0007297769,0.0006869196,0.0028554043,0.00064116274,0.0010137554,0.005386031],"category_scores_gemma":[0.007334805,0.0002554247,0.00090576534,0.0004901147,0.002474753,0.0025176385,0.0014271247,0.0013686611,0.00037391606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040475812,0.00086634624,0.10195606,0.00033735798,0.00040845203,0.0008983824,0.045399122,0.046975274,0.0039980025,0.70026416,0.0055701877,0.09292186],"study_design_scores_gemma":[0.00009282193,0.00016573515,0.039203912,0.000113111055,0.0001762812,0.00023619713,0.006438424,0.2596185,0.00086799194,0.68598926,0.007024217,0.00007359238],"about_ca_topic_score_codex":0.0039816177,"about_ca_topic_score_gemma":0.0016024795,"teacher_disagreement_score":0.005386031,"about_ca_system_score_codex":0.0013002272,"about_ca_system_score_gemma":0.00055334,"threshold_uncertainty_score":0.018018067},"labels":[],"label_agreement":null},{"id":"W2953544351","doi":"10.1177/2372732219864705","title":"To Level the Playing Field, Develop Interest","year":2020,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Conscientiousness; Psychology; Public relations; Work (physics); Social psychology; Personality; Political science; Big Five personality traits","score_opus":0.5536478405610223,"score_gpt":0.5028887537329245,"score_spread":0.05075908682809782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953544351","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40063652,0.0010037039,0.101512,0.01110812,0.0019330678,0.019177778,0.004484888,0.0031074015,0.4570365],"genre_scores_gemma":[0.38467526,0.0011922594,0.14612377,0.0044417293,0.00024529643,0.018242195,0.0026297334,0.00047232723,0.44197744],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99836296,0.0003620086,0.00010488447,0.00032968965,0.0004918765,0.00034866045],"domain_scores_gemma":[0.99676836,0.00052140845,0.0002599961,0.00049328804,0.00085050164,0.0011064613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025251363,0.00063800643,0.00040186604,0.0015616117,0.0017402173,0.002523136,0.0011745353,0.00092912687,0.07810093],"category_scores_gemma":[0.0064471555,0.0004215124,0.0006918365,0.0005896827,0.0009854669,0.0015805381,0.0033834889,0.0015120122,0.030547047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009556777,0.009110302,0.044684123,0.0008762795,0.000046539717,0.00042793737,0.011092152,0.00034996818,0.018237917,0.028584512,0.0975874,0.7880472],"study_design_scores_gemma":[0.00080316205,0.00617568,0.15834764,0.0011565841,0.00015288554,0.0014578837,0.015799286,0.00248135,0.018306365,0.031143088,0.7639254,0.0002506664],"about_ca_topic_score_codex":0.0020950963,"about_ca_topic_score_gemma":0.0068302243,"teacher_disagreement_score":0.07810093,"about_ca_system_score_codex":0.001181282,"about_ca_system_score_gemma":0.0031819541,"threshold_uncertainty_score":0.26127362},"labels":[],"label_agreement":null},{"id":"W3090973154","doi":"10.1177/2372732220942894","title":"Gender Stereotypes Explain Disparities in Pain Care and Inform Equitable Policies","year":2020,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Stereotype (UML); Psychology; Psychological intervention; Emotionality; Context (archaeology); Social psychology; Health care; Clinical psychology; Developmental psychology; Psychiatry; Political science","score_opus":0.1579176028206808,"score_gpt":0.397345057079329,"score_spread":0.2394274542586482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090973154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57237375,0.009215706,0.0124746505,0.28347868,0.0012864745,0.00014101117,0.00040748066,0.00003381584,0.12058844],"genre_scores_gemma":[0.98985857,0.0014863,0.0011249103,0.006153754,0.00016077487,0.000040208364,0.00003843887,0.000010967621,0.0011260621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9916079,0.0054043657,0.00018452988,0.0004903581,0.0010041936,0.0013086945],"domain_scores_gemma":[0.98454446,0.009625953,0.002662734,0.0009632901,0.0009564916,0.0012471125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01626055,0.00030152826,0.00036168657,0.001538136,0.0032193947,0.0038106202,0.0009168849,0.001461968,0.009594062],"category_scores_gemma":[0.02941797,0.00021379294,0.0005386074,0.00093298755,0.010204507,0.004365357,0.003758146,0.0027243868,0.0003546219],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023864742,0.0003939782,0.19291635,0.00050363294,0.00018252157,0.00044947755,0.10473401,0.0010340369,0.000885324,0.52447146,0.015233613,0.15895708],"study_design_scores_gemma":[0.0000795678,0.00016190723,0.10694784,0.003638012,0.00013262572,0.0002970359,0.17628458,0.0017064741,0.0010227768,0.6280673,0.0815836,0.00007837151],"about_ca_topic_score_codex":0.013270628,"about_ca_topic_score_gemma":0.021614965,"teacher_disagreement_score":0.01626055,"about_ca_system_score_codex":0.0046122856,"about_ca_system_score_gemma":0.010965512,"threshold_uncertainty_score":0.08599502},"labels":[],"label_agreement":null},{"id":"W4221043497","doi":"10.1177/23727322211069312","title":"Bilingual Language Development in Infancy: What Can We Do to Support Bilingual Families?","year":2022,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Language Development and Disorders","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Psychology; Language development; Neuroscience of multilingualism; Developmental psychology; Quality (philosophy); Language acquisition; Bilingual education; Pedagogy; Mathematics education; Geography","score_opus":0.05520896949341896,"score_gpt":0.3706208422408922,"score_spread":0.31541187274747323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221043497","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04911469,0.069168285,0.002048386,0.8488958,0.0040456816,0.00013155001,0.00020917722,0.00023979107,0.026146637],"genre_scores_gemma":[0.6671225,0.16465534,0.021636162,0.12365571,0.0062574614,0.0021085094,0.00048440706,0.00020105066,0.013878918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958508,0.0020494964,0.00015047094,0.00023794717,0.00036255596,0.0013486232],"domain_scores_gemma":[0.97059745,0.0050186752,0.001574611,0.0005185823,0.0025412776,0.019749265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008853102,0.00061640795,0.00090318173,0.00097184,0.0051890085,0.004750722,0.002772489,0.0055017,0.006270247],"category_scores_gemma":[0.032450072,0.00026753944,0.00063535926,0.00046962136,0.002455968,0.0051704086,0.009351856,0.0048306016,0.0014809727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058223505,0.0016269916,0.037935127,0.0043476773,0.0001782019,0.0043486645,0.036357522,0.00074455724,0.0016000787,0.029299216,0.20503546,0.6779443],"study_design_scores_gemma":[0.0007561576,0.001302316,0.07012098,0.042371325,0.00051307987,0.0036652482,0.15615836,0.0008307139,0.0020949764,0.07602969,0.6458382,0.00031895304],"about_ca_topic_score_codex":0.02369861,"about_ca_topic_score_gemma":0.047900215,"teacher_disagreement_score":0.02369861,"about_ca_system_score_codex":0.0046912846,"about_ca_system_score_gemma":0.04855061,"threshold_uncertainty_score":0.047121286},"labels":[],"label_agreement":null},{"id":"W4324387501","doi":"10.1177/23727322221145308","title":"Psychology Meets Biology in COVID-19: What We Know and Why It Matters for Public Health","year":2023,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute","keywords":"Biopsychosocial model; Pandemic; Psychosocial; Public health; Psychological intervention; Psychology; Vaccination; Coronavirus disease 2019 (COVID-19); Medicine; Psychotherapist; Psychiatry; Virology; Nursing; Infectious disease (medical specialty); Disease","score_opus":0.39074982483281157,"score_gpt":0.5441964174572468,"score_spread":0.15344659262443522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324387501","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00926426,0.6340124,0.0015146856,0.33988276,0.0029082005,0.000029137638,0.0001177381,0.000027798715,0.012242912],"genre_scores_gemma":[0.14054371,0.7832229,0.0017175161,0.067631945,0.004998596,0.000093403956,0.00011286778,0.00002872021,0.0016503643],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979499,0.0011591337,0.00007723039,0.00024506697,0.00030762417,0.00026110315],"domain_scores_gemma":[0.99063313,0.006873363,0.00055710325,0.00020059753,0.00065972167,0.0010760553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004893879,0.00055509544,0.0013753735,0.0014604699,0.0029244202,0.006600212,0.00070737465,0.0038929102,0.006139846],"category_scores_gemma":[0.008112023,0.00038794015,0.0008052894,0.0013528392,0.015516085,0.006928762,0.0038232522,0.0098784,0.00092496566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026054762,0.00054960395,0.032303642,0.013391857,0.00049881963,0.00084412034,0.031450037,0.0005051975,0.000955947,0.18898726,0.0909986,0.63925445],"study_design_scores_gemma":[0.00005330903,0.00043319873,0.09703935,0.047345243,0.00024976066,0.0019689584,0.055896588,0.00044383795,0.00043504252,0.3939617,0.40192372,0.0002493228],"about_ca_topic_score_codex":0.012560996,"about_ca_topic_score_gemma":0.013819162,"teacher_disagreement_score":0.012560996,"about_ca_system_score_codex":0.0040496443,"about_ca_system_score_gemma":0.0075341654,"threshold_uncertainty_score":0.029382348},"labels":[],"label_agreement":null},{"id":"W4387956567","doi":"10.1177/23727322231196305","title":"Using XR (Extended Reality) for Behavioral, Clinical, and Learning Sciences Requires Updates in Infrastructure and Funding","year":2023,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Wellcome Trust; Deutsche Forschungsgemeinschaft; James S. McDonnell Foundation","keywords":"Transformative learning; Pace; Incentive; Grant funding; Virtual reality; Translational science; Public relations; Investment (military); Business; Marketing; Psychology; Political science; Computer science; Economics; Sociology; Pedagogy; Human–computer interaction; Public administration; Social science","score_opus":0.32525794151711124,"score_gpt":0.4813203093084572,"score_spread":0.15606236779134597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387956567","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02171531,0.026264437,0.29190072,0.35932615,0.015332322,0.0027727617,0.0066754753,0.01443637,0.2615764],"genre_scores_gemma":[0.23878053,0.05159202,0.5223192,0.03721362,0.009366135,0.006283132,0.011109967,0.00587204,0.11746339],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9693955,0.014563413,0.0020882832,0.0027219444,0.008382617,0.002848307],"domain_scores_gemma":[0.8243631,0.07592956,0.011036146,0.03930358,0.033641845,0.015725767],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.051022477,0.001254015,0.0013791136,0.003506618,0.001599264,0.0062234416,0.005149666,0.0034405584,0.08599635],"category_scores_gemma":[0.096516356,0.00074069685,0.0018448498,0.002693913,0.003368962,0.011855668,0.013282015,0.005986768,0.026568223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006109776,0.00030077342,0.0032776932,0.0012898844,0.00008918708,0.00034857102,0.0007777133,0.0011590271,0.0033800888,0.08495278,0.14432958,0.7594837],"study_design_scores_gemma":[0.0001541917,0.0007521214,0.005554712,0.0013327462,0.00006668168,0.0010602046,0.0008769038,0.0011758808,0.0016962293,0.026571201,0.96065056,0.00010853626],"about_ca_topic_score_codex":0.009409211,"about_ca_topic_score_gemma":0.006600603,"teacher_disagreement_score":0.94897753,"about_ca_system_score_codex":0.0046049054,"about_ca_system_score_gemma":0.02993444,"threshold_uncertainty_score":0.28768647},"labels":[],"label_agreement":null},{"id":"W4387956572","doi":"10.1177/23727322231195268","title":"Perceptual Learning: Policy Insights From Basic Research to Real-World Applications","year":2023,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McMaster University","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Perception; Agency (philosophy); Translational research; Perceptual learning; Psychology; Cognitive science; Cognitive psychology; Computer science; Neuroscience; Medicine; Sociology","score_opus":0.21102188750700257,"score_gpt":0.42783474235876745,"score_spread":0.21681285485176488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387956572","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006779125,0.023029942,0.02577683,0.7976413,0.004248564,0.00042579882,0.0010820811,0.00031580293,0.14070053],"genre_scores_gemma":[0.37752712,0.04090551,0.03805282,0.50835675,0.010350077,0.0026884796,0.0008034301,0.00035758474,0.020958198],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96898884,0.014707923,0.0019335393,0.0034390918,0.0068294755,0.004101137],"domain_scores_gemma":[0.85915226,0.10479568,0.008309299,0.0065289945,0.015015212,0.0061986423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.049713153,0.0019320245,0.0019375456,0.0036287885,0.0033669341,0.015938347,0.004421276,0.026825175,0.01944377],"category_scores_gemma":[0.1564507,0.0008767433,0.0018628121,0.0027655961,0.01395064,0.025042554,0.009419709,0.017638348,0.0028175025],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019376677,0.00015653895,0.0005130412,0.00070581835,0.00004448975,0.00027100797,0.0003185456,0.0044065528,0.00031024197,0.9259498,0.05023842,0.016891843],"study_design_scores_gemma":[0.0001901487,0.00013211447,0.0007772733,0.0020869016,0.00006608713,0.00011303162,0.0004542373,0.0036378028,0.0004431093,0.8442991,0.14771444,0.00008572921],"about_ca_topic_score_codex":0.018689135,"about_ca_topic_score_gemma":0.008478642,"teacher_disagreement_score":0.049713153,"about_ca_system_score_codex":0.015887696,"about_ca_system_score_gemma":0.04269935,"threshold_uncertainty_score":0.26291138},"labels":[],"label_agreement":null},{"id":"W4388200442","doi":"10.1177/23727322231197583","title":"Testosterone, Sex, and Sport","year":2023,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Transgender; Testosterone (patch); Context (archaeology); Limiting; Race (biology); Psychology; Scientific evidence; Social psychology; Medicine; Sociology; Endocrinology; Biology; Gender studies","score_opus":0.09634337254344044,"score_gpt":0.36548961003028,"score_spread":0.2691462374868396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388200442","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005058225,0.9598748,0.00035245082,0.015823664,0.0012693518,0.000011788494,0.0001311025,0.000008902089,0.017469777],"genre_scores_gemma":[0.07074426,0.91565984,0.00050091225,0.005810717,0.0020558096,0.000035265617,0.00014052873,0.000006686914,0.0050459164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863213,0.0006907608,0.00012055546,0.00014972666,0.00029491802,0.00011187017],"domain_scores_gemma":[0.997517,0.0017358289,0.00031519268,0.00007350172,0.00022423205,0.0001341654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019058888,0.0002662427,0.00057170057,0.0015945521,0.00088475464,0.003084041,0.00055066304,0.0013431854,0.009097924],"category_scores_gemma":[0.004131315,0.00014264823,0.0004310162,0.0018972207,0.003137182,0.0011641113,0.0013238543,0.001207176,0.0007673509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005565335,0.0001967258,0.016436549,0.015832968,0.000264015,0.00063506584,0.0030424013,0.00037305747,0.00067371805,0.17928723,0.035848062,0.74685365],"study_design_scores_gemma":[0.000039347593,0.0002673236,0.041906655,0.019057592,0.00021937769,0.001430458,0.0043450976,0.00010927094,0.00045827086,0.0689771,0.86313426,0.000055309316],"about_ca_topic_score_codex":0.008714391,"about_ca_topic_score_gemma":0.0121887,"teacher_disagreement_score":0.009097924,"about_ca_system_score_codex":0.0012329943,"about_ca_system_score_gemma":0.0029138653,"threshold_uncertainty_score":0.030435622},"labels":[],"label_agreement":null},{"id":"W4389702746","doi":"10.1177/23727322231218906","title":"No Simple Solutions to Complex Problems: Cognitive Science Principles Can Guide but Not Prescribe Educational Decisions","year":2023,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Cognition; Point (geometry); Simple (philosophy); Computer science; Focus (optics); Management science; Psychology; Cognitive psychology; Epistemology; Engineering","score_opus":0.2509825004615371,"score_gpt":0.3909726335640382,"score_spread":0.13999013310250114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389702746","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014132134,0.01065547,0.2735781,0.59303355,0.003010347,0.00038935372,0.0003898758,0.00074502005,0.10406615],"genre_scores_gemma":[0.40422976,0.0125477845,0.4346292,0.12141893,0.001634091,0.0015200771,0.00033133072,0.00072482484,0.022963848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97919035,0.009706597,0.001380083,0.0033941106,0.005376004,0.00095279317],"domain_scores_gemma":[0.9385354,0.03936779,0.004818698,0.0073840837,0.006684487,0.0032095849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.031419847,0.00144338,0.0015734604,0.0023389016,0.0037293686,0.010388447,0.0040607047,0.010435933,0.009794331],"category_scores_gemma":[0.09054317,0.0011204974,0.0012319497,0.0010162082,0.03690614,0.022388732,0.006582618,0.018106753,0.006049853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009484348,0.00023369453,0.0026578251,0.0010965741,0.00020501223,0.00018600949,0.0038420903,0.0038275057,0.0007965374,0.8385514,0.057250366,0.09125813],"study_design_scores_gemma":[0.00005317686,0.00004445475,0.0004999648,0.000517982,0.000024200881,0.00009592725,0.00093131623,0.0011407749,0.0004116493,0.939125,0.057088867,0.000066675646],"about_ca_topic_score_codex":0.003912881,"about_ca_topic_score_gemma":0.0063491594,"teacher_disagreement_score":0.031419847,"about_ca_system_score_codex":0.0033410885,"about_ca_system_score_gemma":0.009262945,"threshold_uncertainty_score":0.16616601},"labels":[],"label_agreement":null},{"id":"W4389940982","doi":"10.1177/23727322231220494","title":"Designing for Sensory Adaptation: What You See Depends on What You’ve Been Looking at - Recommendations, Guidelines and Standards Should Reflect This","year":2023,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Eye Institute; National Institutes of Health","keywords":"Perception; Psychology; Stimulus (psychology); Cognitive psychology; Sensory system; Adaptation (eye); Affect (linguistics); Social psychology; Communication; Neuroscience","score_opus":0.4499950636818944,"score_gpt":0.48037456110279186,"score_spread":0.03037949742089746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389940982","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02138079,0.034715734,0.40197963,0.34541565,0.013751037,0.002094795,0.0008009294,0.012668288,0.16719314],"genre_scores_gemma":[0.2021153,0.041791428,0.5845787,0.105926275,0.0024052532,0.0025829899,0.0012247112,0.004713722,0.05466163],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97837055,0.007897063,0.0017489734,0.0017191507,0.009141575,0.0011226826],"domain_scores_gemma":[0.9261031,0.024948247,0.002724065,0.011422765,0.030863637,0.00393819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02957437,0.0015440013,0.0010538207,0.0013334627,0.0025898581,0.009861931,0.0035879759,0.007732003,0.009148622],"category_scores_gemma":[0.07613021,0.00086512,0.0010123502,0.0008291028,0.0067235525,0.014599005,0.0051201084,0.008759462,0.015229937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019242785,0.00050476694,0.007574671,0.004780193,0.0001411326,0.00034385695,0.0063920068,0.0024649776,0.020531451,0.046507493,0.2510746,0.65949243],"study_design_scores_gemma":[0.000065888365,0.00034536584,0.008644116,0.008099127,0.00015438595,0.0012856702,0.008543445,0.0023387673,0.013267748,0.078781076,0.8780782,0.0003962079],"about_ca_topic_score_codex":0.006297378,"about_ca_topic_score_gemma":0.007736742,"teacher_disagreement_score":0.02957437,"about_ca_system_score_codex":0.002059447,"about_ca_system_score_gemma":0.008411745,"threshold_uncertainty_score":0.15640604},"labels":[],"label_agreement":null},{"id":"W4401430753","doi":"10.1177/23727322241269039","title":"Diversity in Visual Perception: How Cultural Variability in Face Processing Can Inform Policymakers","year":2024,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Cultural Differences and Values","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Canada Research Chairs","keywords":"Diversity (politics); Perception; Cultural diversity; Psychology; Social psychology; Face (sociological concept); Cognitive psychology; Interpretation (philosophy); Population; Cultural psychology; Visual perception; Sociology; Social science; Linguistics; Anthropology","score_opus":0.20109409041400458,"score_gpt":0.4425891058421239,"score_spread":0.24149501542811933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401430753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7275019,0.011555906,0.043360047,0.12118425,0.0009839082,0.00019229222,0.0008377887,0.00010266338,0.09428127],"genre_scores_gemma":[0.9951037,0.0009240413,0.0016966766,0.0017527147,0.00009044117,0.000034305413,0.00005957377,0.000018158147,0.00032045503],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98104066,0.013452791,0.000642831,0.0020091257,0.0019128358,0.00094173104],"domain_scores_gemma":[0.9318427,0.046349574,0.0063511305,0.0069584157,0.0066147894,0.0018834213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032486264,0.0003449994,0.00047229292,0.0017493706,0.001702058,0.0066616954,0.0011283455,0.0013829377,0.0046647727],"category_scores_gemma":[0.09452336,0.0003042682,0.000451242,0.0011552001,0.0073442725,0.0064669903,0.00415012,0.0028784946,0.00033456332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006118887,0.00033762003,0.41206968,0.0006908173,0.0006420105,0.000682453,0.10085934,0.0032217358,0.0020347147,0.1307906,0.013596551,0.33446267],"study_design_scores_gemma":[0.00007615475,0.00025845223,0.3721278,0.0019413276,0.00033311994,0.0006570402,0.099735774,0.006587496,0.002654904,0.47184843,0.043550055,0.00022944572],"about_ca_topic_score_codex":0.013917325,"about_ca_topic_score_gemma":0.010742665,"teacher_disagreement_score":0.032486264,"about_ca_system_score_codex":0.0026935376,"about_ca_system_score_gemma":0.003313813,"threshold_uncertainty_score":0.1718058},"labels":[],"label_agreement":null},{"id":"W4416717161","doi":"10.1177/23727322251399160","title":"Public Policy Implications from Research on Well-Being in Daily Life","year":2025,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Anticipation (artificial intelligence); Public policy; Psychological intervention; Meaning (existential); Evidence-based policy; Policy analysis; Variation (astronomy); Policy studies","score_opus":0.43725609139145344,"score_gpt":0.5620001809995859,"score_spread":0.12474408960813249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416717161","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01022988,0.50082535,0.0058137877,0.42991918,0.0058171093,0.00011963911,0.0008879567,0.000047523703,0.04633962],"genre_scores_gemma":[0.16613166,0.7411246,0.0057125324,0.0784759,0.004807215,0.000706535,0.00054514955,0.00004947492,0.0024469637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.990613,0.005801835,0.00044513767,0.0011047849,0.0014681533,0.0005671991],"domain_scores_gemma":[0.88599294,0.10005224,0.0040634386,0.0024884935,0.005522267,0.0018805185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017849667,0.0010122624,0.002028887,0.0027919526,0.0018931194,0.007200245,0.0018739998,0.0050688856,0.013846031],"category_scores_gemma":[0.054890323,0.0004850832,0.0017100355,0.0060824957,0.009338237,0.010974498,0.0054551777,0.008697017,0.0013799393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036631705,0.00034840964,0.008398171,0.020592622,0.00058234204,0.00043185632,0.007962766,0.0016118397,0.00047151578,0.48703465,0.05615041,0.41604906],"study_design_scores_gemma":[0.00005146253,0.00020737224,0.024321724,0.053269636,0.0004108552,0.00032797744,0.019345788,0.00041010472,0.0004969765,0.5323435,0.36869404,0.00012063326],"about_ca_topic_score_codex":0.0070662876,"about_ca_topic_score_gemma":0.0090219155,"teacher_disagreement_score":0.017849667,"about_ca_system_score_codex":0.005816269,"about_ca_system_score_gemma":0.012510908,"threshold_uncertainty_score":0.094399214},"labels":[],"label_agreement":null},{"id":"W7116733824","doi":"10.1177/23727322251408076","title":"Adapting Interventions to Culture Can Improve Effectiveness and Cost-Efficiency","year":2025,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Cultural Differences and Values","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Booth University College","funders":"","keywords":"Nudge theory; Psychological intervention; Incentive; Work (physics); Power (physics); Theme (computing)","score_opus":0.15886412376146894,"score_gpt":0.46162484802758774,"score_spread":0.3027607242661188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116733824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34199315,0.046583682,0.17369054,0.13612574,0.006787687,0.010214925,0.0014112962,0.002194784,0.28099823],"genre_scores_gemma":[0.81639344,0.019010998,0.13373893,0.0186515,0.0012086702,0.004868321,0.0002148349,0.0003400698,0.005573364],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9760971,0.015940897,0.0012919971,0.0014864395,0.003864098,0.0013195343],"domain_scores_gemma":[0.97452515,0.015592882,0.002976594,0.0034212698,0.002091117,0.0013929963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020236772,0.0016020058,0.0013364983,0.002323012,0.0012872583,0.0051949294,0.0018370714,0.00205579,0.014792453],"category_scores_gemma":[0.058225602,0.0005166464,0.0018629442,0.0016945831,0.0030487014,0.0050951513,0.0045312056,0.0027877619,0.001905129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093319936,0.005266398,0.0166962,0.0069826753,0.0018024603,0.00019209253,0.0038704374,0.009432295,0.0033957704,0.058102027,0.012717833,0.8806086],"study_design_scores_gemma":[0.004015602,0.016084507,0.14672214,0.029308718,0.0056614922,0.00088541216,0.021412646,0.013369235,0.014726758,0.43560368,0.31158775,0.0006220991],"about_ca_topic_score_codex":0.002917622,"about_ca_topic_score_gemma":0.00397603,"teacher_disagreement_score":0.020236772,"about_ca_system_score_codex":0.0036785475,"about_ca_system_score_gemma":0.0063354564,"threshold_uncertainty_score":0.1070236},"labels":[],"label_agreement":null}]}