{"id":"W4318819167","doi":"10.1002/leap.1537","title":"Investigation of potential gender bias in the peer review system at <i>Reproduction</i>","year":2023,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Université de Montréal","funders":"","keywords":"Gender bias; Peer review; Reproduction; Demography; Psychology; Selection bias; Gynecology; Medicine; Social psychology; Biology; Sociology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1374949,0.000424088,0.0009974355,0.003655976,0.001635288,0.002984437,0.001469693,0.0006912341,0.006408875],"category_scores_gemma":[0.3930022,0.0003650103,0.0007453852,0.003105744,0.001848188,0.00183586,0.002066601,0.0007103721,0.001517881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775376,"about_ca_system_score_gemma":0.00369075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746476,"about_ca_topic_score_gemma":0.002932387,"domain_scores_codex":[0.8763778,0.07806868,0.01612482,0.006853197,0.01937951,0.003196033],"domain_scores_gemma":[0.442539,0.3043518,0.1476405,0.02535171,0.07222574,0.007891258],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002566364,0.0001780704,0.9075314,0.0007328119,0.0004284714,0.0005164184,0.009850826,0.0002315141,0.002927163,0.001766559,0.003027009,0.07024338],"study_design_scores_gemma":[0.000184783,0.001788855,0.9662012,0.000612074,0.0003477171,0.001880499,0.00530844,0.001509924,0.004945194,0.002123363,0.01498407,0.0001139343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590252,0.005346105,0.01482741,0.00418129,0.001165829,0.000978982,0.001140561,0.0001683173,0.01316624],"genre_scores_gemma":[0.9925464,0.0004675764,0.003584638,0.000480353,0.0004197532,0.000265119,0.0001349901,0.00005903539,0.00204207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9993088,"threshold_uncertainty_score":0.727151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1996006985292149,"score_gpt":0.3254907650711447,"score_spread":0.1258900665419298,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}