{"id":"W4414155839","doi":"10.7554/elife.90049.3","title":"Gender differences in submission behavior exacerbate publication disparities in elite journals","year":2025,"lang":"en","type":"preprint","venue":"eLife","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; McGill University; Université de Montréal","funders":"","keywords":"Elite; Psychological intervention; Quality (philosophy); Peer review; Gender inequality; Work (physics)","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008232831,0.0002263336,0.0005211895,0.002497186,0.00135218,0.001838852,0.0005593837,0.0005250253,0.01052228],"category_scores_gemma":[0.05606347,0.0002020647,0.0002815102,0.002848579,0.0006870732,0.001278653,0.001537121,0.0004932074,0.0009690477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576315,"about_ca_system_score_gemma":0.001469693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562674,"about_ca_topic_score_gemma":0.004202483,"domain_scores_codex":[0.9914847,0.003333894,0.001130931,0.000992803,0.002022428,0.001035327],"domain_scores_gemma":[0.9453778,0.02362236,0.02080621,0.002843597,0.003148139,0.004201931],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003872085,0.000281547,0.949001,0.0002335345,0.000128597,0.0004684348,0.007995048,0.00005367559,0.001368826,0.001376732,0.002697905,0.03600752],"study_design_scores_gemma":[0.00002788195,0.0002079233,0.9812335,0.0001885818,0.00004478348,0.0005418234,0.007782797,0.0001673216,0.0006626276,0.003375645,0.005741748,0.00002555424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876825,0.002091341,0.0006477746,0.002038451,0.0001723954,0.0000386313,0.0004010893,0.00002790859,0.006899946],"genre_scores_gemma":[0.9976667,0.0004088108,0.0002290755,0.0002716432,0.00007762443,0.00001324692,0.0001093627,0.00000986547,0.001213606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9975028,"threshold_uncertainty_score":0.04353988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7281416742780339,"score_gpt":0.5965459017134839,"score_spread":0.13159577256455,"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."}}