{"meta":{"query_hash":"77e95804d5be","filters":{"venue":"Gender and the Genome"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/77e95804d5be","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gender+and+the+Genome"},"results":[{"id":"W2884031290","doi":"10.1089/gg.2017.29006.rtl","title":"How the Social Becomes the Biological: The Interaction between the Genome and the Environment","year":2017,"lang":"en","type":"article","venue":"Gender and the Genome","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Genome; Evolutionary biology; Computer science; Psychology; Biology; Genetics; Gene","score_opus":0.0787964502109789,"score_gpt":0.3066180270682216,"score_spread":0.2278215768572427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884031290","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42411238,0.0040495885,0.00012228372,0.5546331,0.0006028422,0.00138662,0.000014417951,0.000025611613,0.015053175],"genre_scores_gemma":[0.9916188,0.0027257341,0.0000072238518,0.0027110763,0.0011238868,0.00008358224,0.0000035376897,0.000007510002,0.0017186531],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981618,0.0008773439,0.00016427436,0.00021002491,0.00029268564,0.0002938746],"domain_scores_gemma":[0.99840367,0.00082997733,0.00020926434,0.0004896487,0.000022145268,0.000045313584],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0032894907,0.00014568315,0.00015659649,0.000011567457,0.011113862,0.0011515617,0.0010708297,0.00006474545,0.00009144932],"category_scores_gemma":[0.000119306664,0.000040527397,0.000106960884,0.00005096037,0.003199319,0.000106293686,0.00037008157,0.00032717342,0.000029173287],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076720054,0.0000338885,0.01305573,0.0000043316277,0.0005356363,4.5550405e-7,0.8521126,0.0000060154193,0.000030651743,0.10509983,0.0012838616,0.027760275],"study_design_scores_gemma":[0.00042150487,0.0000078792955,0.65760434,9.552991e-7,0.00005249262,0.0000019243018,0.08249712,0.0000019431593,0.0000020629175,0.025259646,0.23406635,0.00008380593],"about_ca_topic_score_codex":0.00046366206,"about_ca_topic_score_gemma":0.000099748206,"teacher_disagreement_score":0.7696155,"about_ca_system_score_codex":0.000043431428,"about_ca_system_score_gemma":0.000070590126,"threshold_uncertainty_score":0.9998853},"labels":[],"label_agreement":null},{"id":"W2906626766","doi":"10.1177/2470289718820843","title":"Promoting Protective Factors in Environments of Risk for Young Children: An Organizing Framework for Practice, Policy, and Research","year":2018,"lang":"en","type":"article","venue":"Gender and the Genome","topic":"Child Abuse and Trauma","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":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Operationalization; Neglect; Welfare; Psychological intervention; Child development; Developmental Science; Population; Child abuse; Mental health; Psychology; Child protection; Context (archaeology); Developmental psychology; Poison control; Medicine; Political science; Suicide prevention; Environmental health; Psychiatry; Nursing; Law","score_opus":0.05915131287490334,"score_gpt":0.3742336979332651,"score_spread":0.3150823850583618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906626766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99378794,0.00046158995,0.0028926283,0.000113011665,0.000054813227,0.0020122891,0.00006427034,0.000007714753,0.00060572167],"genre_scores_gemma":[0.9983072,0.000049290167,0.0010290121,0.000045788656,0.0004074374,0.00011134533,0.0000071515155,0.000026516696,0.000016228945],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987819,0.00027343043,0.00017874912,0.0003227034,0.00011233475,0.0003308514],"domain_scores_gemma":[0.9988138,0.00073859433,0.00010844037,0.00024363217,0.00004343234,0.000052089184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014393395,0.00010627625,0.00016802017,0.0001269552,0.00033392716,0.000031487314,0.00012081579,0.00010278787,0.000018030698],"category_scores_gemma":[0.00053748593,0.00007565395,0.000029032652,0.00016362651,0.00027864013,0.0000762442,0.000071355076,0.00024990996,0.0000027773438],"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":[0.0021477318,0.0004319902,0.077242635,0.000055948884,0.0006166981,0.0000011194422,0.82290524,0.0000011944289,0.0016024114,0.08484778,0.0000077396435,0.01013953],"study_design_scores_gemma":[0.003415844,0.00057085964,0.85842705,0.000017067021,0.000059327962,0.00002143917,0.015319943,0.000019114765,0.0010162304,0.12064627,0.00033396363,0.00015291193],"about_ca_topic_score_codex":0.00045250007,"about_ca_topic_score_gemma":0.0000385919,"teacher_disagreement_score":0.8075853,"about_ca_system_score_codex":0.000024600155,"about_ca_system_score_gemma":0.000019927009,"threshold_uncertainty_score":0.30850786},"labels":[],"label_agreement":null},{"id":"W2913341725","doi":"10.1177/2470289719827306","title":"Molecular and Genetic Bases of Mammalian Maternal Behavior","year":2019,"lang":"en","type":"article","venue":"Gender and the Genome","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Evolutionary biology; Biology; Computational biology; Genetics","score_opus":0.018473998179740693,"score_gpt":0.2758004820007364,"score_spread":0.2573264838209957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913341725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970727,0.00079355156,0.000030554555,0.000117813404,0.00014915985,0.00025878838,0.000011642587,0.000009877802,0.0015559011],"genre_scores_gemma":[0.99712074,0.0000095397945,0.00005385513,0.00014881752,0.00002207846,0.000019783012,0.0000020345658,0.0000119591205,0.0026111722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994329,0.00006409194,0.00013245235,0.00015933045,0.0000787278,0.0001324711],"domain_scores_gemma":[0.9996802,0.000012587605,0.000036120062,0.00021408993,0.00001460988,0.000042374777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037528655,0.00008110291,0.00012415207,0.000040124833,0.000024968975,0.000013562165,0.00007189874,0.000018353072,0.0009465432],"category_scores_gemma":[8.0923746e-7,0.00005578098,0.000037336467,0.00003503778,0.000089188914,0.000014050906,0.00004684644,0.000046873203,0.0000479785],"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":[0.00044454593,0.00021922869,0.74373466,0.000112649286,0.00013955883,0.0003992454,0.0025772983,0.000023573728,0.20901904,0.026293896,0.000093201874,0.016943129],"study_design_scores_gemma":[0.0013672194,0.000046469748,0.994832,0.0000013593015,0.00007388574,0.00039693643,0.00014201456,0.000004865158,0.0017818345,0.00019798924,0.0010833584,0.00007209002],"about_ca_topic_score_codex":0.00004304573,"about_ca_topic_score_gemma":8.7597095e-7,"teacher_disagreement_score":0.25109732,"about_ca_system_score_codex":0.00000223622,"about_ca_system_score_gemma":0.0000042267934,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W2916525882","doi":"10.1177/2470289719826101","title":"Intergenerational Transmission of Child Abuse and Neglect: A Transdisciplinary Analysis","year":2019,"lang":"en","type":"article","venue":"Gender and the Genome","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research; McGill University; McGill University Health Centre; University of Toronto; Montreal Children's Hospital","funders":"Directorate for Biological Sciences; Social Sciences and Humanities Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Neglect; Child abuse; Transmission (telecommunications); Developmental psychology; Psychology; Sociology; Environmental health; Medicine; Human factors and ergonomics; Psychiatry; Computer science; Poison control; Telecommunications","score_opus":0.012696418762509466,"score_gpt":0.25550864787379335,"score_spread":0.2428122291112839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916525882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97228664,0.0074916114,0.0015666194,0.00040889042,0.00007884764,0.00019869702,0.000016832713,0.000010392922,0.017941492],"genre_scores_gemma":[0.99882483,0.0003060872,0.00004463028,0.00021591112,0.00005537977,0.000007117808,0.000017270926,0.000008005352,0.00052073493],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993354,0.00006610813,0.00017629832,0.00021833192,0.00008249204,0.00012138969],"domain_scores_gemma":[0.99966586,0.00004229512,0.000035853966,0.00019647478,0.000013829507,0.000045710276],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012920474,0.00009580637,0.00021428902,0.00010870024,0.000086282475,0.000011807251,0.00007921639,0.000049291826,0.0015851778],"category_scores_gemma":[4.286832e-7,0.000060811497,0.00012046026,0.0001936093,0.00008130586,0.000031357173,0.0000128540805,0.000092676586,0.000017549495],"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":[0.004002063,0.0006828842,0.016533585,0.00019711585,0.011029957,0.00001902947,0.8627079,0.0011360138,0.0079833595,0.08233072,0.0003262018,0.01305114],"study_design_scores_gemma":[0.008813851,0.0002015663,0.9716736,0.000018485794,0.0014812469,0.00010527099,0.004874882,0.0011215699,0.0002178319,0.0060866065,0.0050496026,0.00035550565],"about_ca_topic_score_codex":0.000011945583,"about_ca_topic_score_gemma":0.000008016887,"teacher_disagreement_score":0.95514,"about_ca_system_score_codex":0.0000027398971,"about_ca_system_score_gemma":0.0000051825273,"threshold_uncertainty_score":0.9993275},"labels":[],"label_agreement":null},{"id":"W2962045570","doi":"10.1177/2470289719862555","title":"Sex × Gender and Sexual Orientation in Relation to Stress Hormones and Allostatic Load","year":2019,"lang":"en","type":"article","venue":"Gender and the Genome","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Douglas Mental Health University Institute","funders":"","keywords":"Allostatic load; Sexual orientation; Biological sex; Gender identity; Psychology; Hormone; Developmental psychology; Sex hormone-binding globulin; Masculinity; Orientation (vector space); Stress (linguistics); Clinical psychology; Medicine; Social psychology; Androgen; Endocrinology; Neuroscience","score_opus":0.03049412133730936,"score_gpt":0.2651863747958461,"score_spread":0.23469225345853675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962045570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972111,0.0009106623,0.00023469514,0.000094545154,0.00005986414,0.00038720632,0.000014653738,0.000011321537,0.001075973],"genre_scores_gemma":[0.9985346,0.00046390283,0.00003239979,0.00037956485,0.000019631369,0.000017549613,0.000002076698,0.00000870029,0.0005415834],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99911404,0.00011025712,0.0001354866,0.00031101354,0.00016521399,0.00016398431],"domain_scores_gemma":[0.9995938,0.0001603658,0.000036452504,0.00013894323,0.000012044034,0.000058423095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084434054,0.00009639343,0.00011542482,0.000060744514,0.00008522887,0.000068752575,0.000056852667,0.000032416905,0.000018562467],"category_scores_gemma":[0.00004569493,0.00006973809,0.000009161859,0.00011230262,0.000060496423,0.000104184175,0.00008007902,0.00007198229,0.0000139445665],"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":[0.0036067534,0.00014419669,0.17987807,0.00034320322,0.00006339218,0.00006613148,0.1762939,0.0013850813,0.5627615,0.022309737,0.00004400386,0.053104043],"study_design_scores_gemma":[0.0022581117,0.00014603266,0.9831659,0.0000063228927,0.000019249308,0.000046136833,0.0066476353,0.0020066167,0.0017461263,0.0035065156,0.00024353452,0.00020778809],"about_ca_topic_score_codex":0.000050130584,"about_ca_topic_score_gemma":0.000010335734,"teacher_disagreement_score":0.80328786,"about_ca_system_score_codex":0.000015545038,"about_ca_system_score_gemma":0.000018010833,"threshold_uncertainty_score":0.28438365},"labels":[],"label_agreement":null},{"id":"W3007566198","doi":"10.1177/2470289719898701","title":"Roundtable Discussion III: The Development and Uses of Artificial Intelligence in Medicine: A Work in Progress","year":2020,"lang":"en","type":"article","venue":"Gender and the Genome","topic":"Artificial Intelligence in Healthcare and Education","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":"University of Manitoba","funders":"","keywords":"IBM; Computer science; Turing; Artificial intelligence","score_opus":0.2523367393070594,"score_gpt":0.40194623931719775,"score_spread":0.14960950001013834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007566198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9600226,0.0049766987,0.0014955817,0.032469492,0.00011033407,0.00071207713,4.4865206e-7,0.000008603671,0.00020415557],"genre_scores_gemma":[0.99864364,0.0002800004,0.00029910004,0.0005382629,0.00013575358,0.00004379047,0.0000031582185,0.000006060872,0.00005024046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989844,0.00007581289,0.00045314708,0.00017307406,0.00014308213,0.00017046672],"domain_scores_gemma":[0.99958867,0.00012932645,0.0000643252,0.00011293957,0.000034447843,0.000070317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006595414,0.00008677454,0.00022017583,0.000056593577,0.0000854646,0.000017334376,0.0000743515,0.000043059805,0.000019269904],"category_scores_gemma":[0.000096846146,0.000037384616,0.000014516676,0.00038308583,0.00025999578,0.00005721791,0.000050583625,0.0001655223,0.00000260286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021527973,0.00009909173,0.09321441,0.00034471136,0.00003786456,0.000008673104,0.4733708,0.00006671694,0.00023763874,0.0076257843,0.00004160538,0.42279992],"study_design_scores_gemma":[0.00096584804,0.00065133657,0.45755026,0.0010188324,0.00016027012,0.000054069722,0.459821,0.003258841,0.008024744,0.06191902,0.0059732106,0.0006026007],"about_ca_topic_score_codex":0.00023303836,"about_ca_topic_score_gemma":0.00015954454,"teacher_disagreement_score":0.4221973,"about_ca_system_score_codex":0.00003461874,"about_ca_system_score_gemma":0.00010443502,"threshold_uncertainty_score":0.15245004},"labels":[],"label_agreement":null}]}