{"id":"W2418684042","doi":"10.1097/acm.0000000000001261","title":"Is Science Built on the Shoulders of Women? A Study of Gender Differences in Contributorship","year":2016,"lang":"en","type":"article","venue":"Academic Medicine","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Transparency (behavior); Psychology; Task (project management); Political science; Law; Management","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":[0.009492682,0.0002256462,0.0004539597,0.002368333,0.001323695,0.002221911,0.0004386408,0.0004815591,0.005499225],"category_scores_gemma":[0.06843124,0.0002123827,0.0002955082,0.002300514,0.001998609,0.003024379,0.001820001,0.000602101,0.0006467113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00059637,"about_ca_system_score_gemma":0.001132311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645153,"about_ca_topic_score_gemma":0.002376309,"domain_scores_codex":[0.9937515,0.003687738,0.0004570819,0.0007320335,0.000781192,0.0005905408],"domain_scores_gemma":[0.9354179,0.04332249,0.0139319,0.002190077,0.00217943,0.002958163],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005478343,0.00008915091,0.8992696,0.0002123138,0.0000930612,0.000333714,0.04594661,0.00004107609,0.0003869222,0.004190966,0.00190356,0.04698517],"study_design_scores_gemma":[0.00002889325,0.0002824867,0.9030231,0.0008717715,0.0001121354,0.001064205,0.07079009,0.0002685946,0.0004562486,0.008042528,0.0150262,0.00003380064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982823,0.003579901,0.0009997715,0.00341613,0.0001517143,0.00002264203,0.0001869968,0.000007484836,0.008812432],"genre_scores_gemma":[0.9981822,0.0006695041,0.0001589693,0.00023861,0.00007055343,0.00001588834,0.00003624977,0.000006130212,0.000621813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9976317,"threshold_uncertainty_score":0.05020267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7712254249724037,"score_gpt":0.6039173745100554,"score_spread":0.1673080504623482,"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."}}