{"id":"W4243005993","doi":"10.1287/mnsc.1120.1514","title":"Management Insights","year":2012,"lang":"en","type":"article","venue":"Management Science","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glass ceiling; Population; Officer; Chief executive officer; Business; Power (physics); Accounting; Demographic economics; Psychology; Public relations; Political science; Management; Sociology; Economics; Law; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003593232,0.00102744,0.0007989751,0.002297461,0.004071464,0.01416128,0.001769094,0.00564037,0.238881],"category_scores_gemma":[0.01705024,0.000517415,0.0006697266,0.002294396,0.002008776,0.006922984,0.005175621,0.006326152,0.10285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005617085,"about_ca_system_score_gemma":0.008772568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006969,"about_ca_topic_score_gemma":0.007169237,"domain_scores_codex":[0.9946163,0.001053784,0.0002687,0.0007095468,0.002546398,0.0008053745],"domain_scores_gemma":[0.9921509,0.001550968,0.0005012757,0.0008053119,0.003140512,0.001851098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002359024,0.00003547439,0.000274854,0.0001307046,0.000005214997,0.0001314128,0.0004782435,0.0000349983,0.0001095666,0.03635887,0.89257,0.06984702],"study_design_scores_gemma":[0.000004573433,0.000009122697,0.0002473767,0.0001546526,0.000001985021,0.00008755137,0.0005030287,0.00002943003,0.00003229727,0.005382737,0.9935415,0.000005757476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001517383,0.01469018,0.002130336,0.2530276,0.02319673,0.0001525263,0.001320571,0.0006027495,0.703362],"genre_scores_gemma":[0.02455747,0.01537866,0.002628284,0.0720637,0.00744328,0.0001905945,0.001179765,0.0004266767,0.8761316],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.238881,"threshold_uncertainty_score":0.7991366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663755453994102,"score_gpt":0.2105475935001658,"score_spread":0.1939100389602248,"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."}}