{"id":"W2464258724","doi":"10.7202/1068040ar","title":"DISCRIMINATION À L’EMBAUCHE DES CANDIDATES D’ORIGINE MAGHRÉBINE DANS LA RÉGION DE LA CAPITALE-NATIONALE","year":2020,"lang":"fr","type":"preprint","venue":"L Actualité économique","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Center for Interuniversity Research and Analysis on Organizations; Université Laval","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003144773,0.0001445758,0.000278956,0.0008404864,0.003684664,0.001473683,0.0005131777,0.0004936631,0.005799917],"category_scores_gemma":[0.007850944,0.000102923,0.0002160553,0.001374282,0.001396679,0.0006114225,0.001158549,0.0007941358,0.0004965476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004797915,"about_ca_system_score_gemma":0.005104262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6360837,"about_ca_topic_score_gemma":0.8409901,"domain_scores_codex":[0.9979725,0.0006776698,0.0000427776,0.0002081332,0.0004697042,0.0006291825],"domain_scores_gemma":[0.9953822,0.001373361,0.001018661,0.0003287367,0.001271748,0.0006251285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000307895,0.00009395766,0.9017159,0.00006216847,0.00004652528,0.0003349649,0.03860523,0.0003552864,0.001951656,0.007122092,0.002051464,0.04735285],"study_design_scores_gemma":[0.00001011536,0.0001018064,0.9380217,0.00005159884,0.00002098193,0.0001011006,0.04950593,0.0004914483,0.001124896,0.0006363047,0.009908294,0.00002576304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930265,0.00009073896,0.0004069292,0.0005137324,0.00001595004,0.00001098816,0.0000669673,0.000001725535,0.005866507],"genre_scores_gemma":[0.994526,0.00005212704,0.0002454957,0.000078907,0.000004944053,0.000008195001,0.00003801433,0.000001666682,0.00504466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3639163,"threshold_uncertainty_score":0.732119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06205031832814653,"score_gpt":0.3422222445086956,"score_spread":0.2801719261805491,"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."}}