{"id":"W3128560464","doi":"10.5489/cuaj.7103","title":"Equity, diversity, and inclusion","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Equity (law); Diversity (politics); Inclusion (mineral); Business; Financial system; Financial economics; Economics; Political science; Sociology; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00168974,0.00004228087,0.0000853306,0.00006413462,0.01055114,0.0001438944,0.0001413214,0.000153511,0.0008786716],"category_scores_gemma":[0.001271952,0.00004078446,0.00003823106,0.000185103,0.00003595291,0.0001220581,0.001452765,0.0002057448,0.00002240226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008441087,"about_ca_system_score_gemma":0.0009363532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02190709,"about_ca_topic_score_gemma":0.03343025,"domain_scores_codex":[0.998713,0.0003964265,0.0001209528,0.00008790396,0.0003786233,0.00030312],"domain_scores_gemma":[0.9987769,0.0001377979,0.0001067786,0.00003659078,0.0002780131,0.000663964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[7.812827e-7,0.00001001636,0.9176186,8.502188e-7,0.00001284836,0.00002075071,0.03203303,9.889108e-7,0.000007725624,0.03071202,0.01576276,0.003819638],"study_design_scores_gemma":[0.0001189613,0.00001209621,0.2460087,0.000003224271,0.000008237562,0.00001899514,0.002828829,0.000001968008,0.000001500396,0.02551131,0.7254185,0.00006771863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732782,0.000357,0.0000133688,0.1576571,0.0007222417,0.00004320301,0.000008425507,0.00001375179,0.06790676],"genre_scores_gemma":[0.9893988,0.0002074724,0.00003184194,0.006941799,0.0008549953,5.515572e-7,0.00000178384,0.000001937545,0.002560792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7096557,"threshold_uncertainty_score":0.990737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809811234309166,"score_gpt":0.3237504584930093,"score_spread":0.2756523461499176,"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."}}