{"id":"W2497340550","doi":"10.1007/978-1-4302-3730-3","title":"Women Leaders at Work","year":2011,"lang":"en","type":"book","venue":"Apress eBooks","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Greatness; Work (physics); Public relations; Aesthetics; Sociology; Engineering ethics; Psychology; Political science; Engineering; Social psychology; Art; Mechanical engineering","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":[0.0004427485,0.0005430368,0.0002590545,0.0006160937,0.003407559,0.00348875,0.0005436963,0.001151097,0.1177016],"category_scores_gemma":[0.0007388738,0.0002340633,0.0001416721,0.0007181636,0.0008849634,0.002416676,0.001708285,0.001857931,0.05898104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008505588,"about_ca_system_score_gemma":0.001786158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724689,"about_ca_topic_score_gemma":0.01203282,"domain_scores_codex":[0.9996691,0.00007647991,0.000008196866,0.00004702,0.0001134206,0.00008574931],"domain_scores_gemma":[0.9997072,0.00005060744,0.00001583801,0.00001864832,0.00006077626,0.0001469411],"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":[0.00001510447,0.00004128322,0.0002862843,0.0001176955,0.00000130066,0.0001060548,0.005170142,0.00002011312,0.0002076902,0.06231382,0.7827743,0.1489462],"study_design_scores_gemma":[0.000001795276,0.000008084613,0.000278908,0.0001349173,6.753804e-7,0.00006507886,0.001436723,0.000008410765,0.00004034612,0.003172519,0.9948511,0.00000155081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001162087,0.01286882,0.0005532218,0.009111077,0.003939301,0.00002897992,0.00009597212,0.0001035346,0.972137],"genre_scores_gemma":[0.007616375,0.003446805,0.0002640459,0.001394161,0.0003751153,0.00002449315,0.00004128861,0.00003899063,0.9867986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1177016,"threshold_uncertainty_score":0.393751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2629307330613208,"score_gpt":0.2843097011593198,"score_spread":0.02137896809799905,"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."}}