{"id":"W99175951","doi":"10.7202/027645ar","title":"Ethnic Factors in One Company","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Promotion (chess); Public relations; Political science; Business; Marketing; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008762785,0.00008988871,0.0001183695,0.0002626738,0.00009009693,0.00004451513,0.0001062068,0.0001193955,0.0008245874],"category_scores_gemma":[0.0000210124,0.00009297456,0.00003698032,0.0003609306,0.00003637381,0.0006817511,0.00002215347,0.0002167583,0.0007755494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004168688,"about_ca_system_score_gemma":0.0000187684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008446786,"about_ca_topic_score_gemma":0.001465029,"domain_scores_codex":[0.999411,0.000002352053,0.0002300121,0.0001152275,0.00005856015,0.000182801],"domain_scores_gemma":[0.999759,0.0000323487,0.00007017562,0.0001158915,0.00001419084,0.000008424285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006093309,0.0001356643,0.9262222,0.000003487588,0.0000213319,8.086124e-7,0.0004787754,0.00783367,0.00005134753,0.04560276,0.006803951,0.01283989],"study_design_scores_gemma":[0.0003049336,0.000001282602,0.6987662,0.00002122029,0.00001589198,1.423222e-7,0.0005016452,0.001476885,0.00004920273,0.0005869839,0.2981309,0.0001446876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403415,0.0001151587,0.00004060837,0.002450758,0.00008282096,0.00008881997,0.000002512697,0.00007639384,0.05680145],"genre_scores_gemma":[0.9976057,0.00001215061,0.00005084034,0.0002733077,0.0004817769,0.000004866516,0.00004060013,0.00001086343,0.001519892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913269,"threshold_uncertainty_score":0.9968378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07486264933083456,"score_gpt":0.2410190671970557,"score_spread":0.1661564178662211,"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."}}