{"id":"W4416647841","doi":"10.1108/978-1-64802-246-320251014","title":"Identity, Diversity, and Inclusion","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Social Power and Status Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","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":[0.0005973485,0.0003390837,0.0003221295,0.000764709,0.003130747,0.005452413,0.0005022805,0.001149536,0.01375569],"category_scores_gemma":[0.001412788,0.0001159704,0.0001264554,0.001545247,0.00818369,0.003817173,0.002600897,0.001653059,0.001262471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542826,"about_ca_system_score_gemma":0.001404626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498028,"about_ca_topic_score_gemma":0.007607756,"domain_scores_codex":[0.9996382,0.0001633662,0.000007559215,0.00003224676,0.0001148692,0.00004378037],"domain_scores_gemma":[0.9997391,0.0001680207,0.00001586421,0.00002139524,0.00002189865,0.00003369278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004228986,0.00001726062,0.0001606197,0.00002715086,0.000001091331,0.00001771885,0.004596832,0.00004761799,0.0000253218,0.9609996,0.01367302,0.02042937],"study_design_scores_gemma":[0.000002840068,0.000008749011,0.0008303771,0.0001656539,0.000002317753,0.00007719742,0.006973468,0.0001371347,0.00004888973,0.7489542,0.2427947,0.0000044127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006305306,0.01468291,0.001166611,0.0060424,0.0004800512,0.00001449143,0.00002831173,0.00001136657,0.9712686],"genre_scores_gemma":[0.4210811,0.02805766,0.002080659,0.00163905,0.001345035,0.0001352997,0.0001059125,0.00004043982,0.5455148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01375569,"threshold_uncertainty_score":0.04601735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468479355824129,"score_gpt":0.2974495491744994,"score_spread":0.2627647556162581,"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."}}