{"id":"W1617626709","doi":"10.1126/science.296.5577.2319","title":"Few Women Win New Academic Chairs","year":2002,"lang":"en","type":"article","venue":"Science","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Occupational Therapists","funders":"","keywords":"Government (linguistics); Political science; Medical education; Library science; Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004208736,0.0005992782,0.0008391077,0.00207387,0.01266949,0.009707683,0.002464964,0.002756564,0.176948],"category_scores_gemma":[0.01001112,0.0007082789,0.0005536938,0.002342796,0.002539667,0.003232778,0.006275722,0.003450558,0.04586696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01248009,"about_ca_system_score_gemma":0.01783177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08785678,"about_ca_topic_score_gemma":0.3310542,"domain_scores_codex":[0.994206,0.0005489938,0.0001317067,0.0007285466,0.001592375,0.002792343],"domain_scores_gemma":[0.9815404,0.0006346884,0.0005825122,0.0004536947,0.002957009,0.01383162],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002350513,0.00008943211,0.02140187,0.0002161134,0.00002499023,0.0002209173,0.004431103,0.00004186745,0.0005701012,0.01916802,0.8470786,0.106522],"study_design_scores_gemma":[0.00001835193,0.00005570635,0.01351213,0.0001313727,0.00001160246,0.00007933461,0.01123961,0.00002895737,0.0002158524,0.001239806,0.9734494,0.0000178451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1407033,0.01635469,0.001115935,0.2391981,0.01886569,0.0003778411,0.004738932,0.0008781494,0.5777674],"genre_scores_gemma":[0.2758753,0.004585087,0.0004194165,0.03751221,0.001736716,0.0001283837,0.001529837,0.0002817735,0.6779312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9957913,"threshold_uncertainty_score":0.5919499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137577346769071,"score_gpt":0.3303516737060995,"score_spread":0.1165939390291924,"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."}}