{"id":"W4410367080","doi":"10.5771/9781498572910","title":"Ethnicity, Gender, and Diversity","year":2020,"lang":"en","type":"book","venue":"Lexington Books","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Ethnic group; Gender diversity; Sociology; Anthropology; Economics; Management","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":[0.0002862779,0.0002914712,0.0002654911,0.0006442659,0.002397356,0.003590003,0.0002635032,0.0004183309,0.0229279],"category_scores_gemma":[0.0006800684,0.0001449523,0.0001479617,0.000958406,0.00190807,0.001969377,0.001200599,0.0007637889,0.003668727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131601,"about_ca_system_score_gemma":0.0009214007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008789115,"about_ca_topic_score_gemma":0.02141695,"domain_scores_codex":[0.9997798,0.00006937811,0.000004640226,0.00002489826,0.00008912566,0.00003222387],"domain_scores_gemma":[0.9998535,0.00004941426,0.000010764,0.000009468438,0.00003025076,0.00004658218],"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":[0.00004211365,0.00005517493,0.004105779,0.0001202971,0.000008526193,0.0003555053,0.02269554,0.0001143684,0.0003319484,0.521553,0.2817898,0.168828],"study_design_scores_gemma":[0.000002917627,0.00001659278,0.004942393,0.0002605985,0.000005196755,0.0002630477,0.007874589,0.00006627986,0.00008903421,0.03391233,0.9525606,0.000006219826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005880724,0.01528464,0.0001653609,0.003169684,0.0005423837,0.000007679966,0.00008898375,0.00001503191,0.9748455],"genre_scores_gemma":[0.09725881,0.01618356,0.0002894571,0.001782998,0.0005301198,0.00003978701,0.0001355738,0.00005188106,0.8837277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0229279,"threshold_uncertainty_score":0.07670152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06348040501066263,"score_gpt":0.2827214506313188,"score_spread":0.2192410456206561,"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."}}