{"id":"W1543863383","doi":"10.1177/0170840618792596","title":"Inequality, Institutions and Organizations","year":2018,"lang":"en","type":"article","venue":"Organization Studies","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Kellogg's (Canada)","funders":"","keywords":"Inequality; Reproduction; Social inequality; Promotion (chess); Preference; Social organization; Sociology; Economics; Political science; Microeconomics; Social science; Politics; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.002916388,0.0002364048,0.0002948787,0.001854533,0.004824286,0.005926138,0.0005393405,0.001298009,0.005159046],"category_scores_gemma":[0.005455372,0.0001160257,0.0001447657,0.001958145,0.02318876,0.005228085,0.005719333,0.001455056,0.0002651203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003855887,"about_ca_system_score_gemma":0.002930372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006166808,"about_ca_topic_score_gemma":0.004463044,"domain_scores_codex":[0.9960752,0.002043054,0.0001154826,0.0003464445,0.0005772192,0.0008425582],"domain_scores_gemma":[0.9961237,0.001645865,0.0008950935,0.0004054476,0.0003135645,0.0006162642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000903492,0.00001270117,0.002364662,0.00002755418,0.000004001849,0.00002644013,0.004413696,0.0001967167,0.00005585154,0.9849819,0.0009232201,0.006984264],"study_design_scores_gemma":[0.00001284374,0.00004347609,0.01100117,0.0002940237,0.000007985971,0.0000870884,0.01084868,0.0004418622,0.0001294863,0.8974816,0.07963902,0.00001284447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2934119,0.02035888,0.01190178,0.04195053,0.0003300702,0.00006886419,0.0002008083,0.00004249581,0.6317346],"genre_scores_gemma":[0.9919341,0.002558715,0.0006080256,0.0006535373,0.000149055,0.00003650297,0.00002821751,0.000007462171,0.004024351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006166808,"threshold_uncertainty_score":0.02797651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.245806839760599,"score_gpt":0.391584393448123,"score_spread":0.145777553687524,"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."}}