{"id":"W1532944784","doi":"10.3386/w10763","title":"Will Job Testing Harm Minority Workers?","year":2004,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kronos (Canada)","funders":"Alfred P. Sloan Foundation; National Science Foundation","keywords":"Harm; Business; Psychology; Social psychology","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":[0.01542853,0.000181524,0.0003527505,0.0006487512,0.001991676,0.002197989,0.0007740813,0.004309531,0.004729602],"category_scores_gemma":[0.06411141,0.0001568007,0.0005087039,0.0007306387,0.003632178,0.002150711,0.001282088,0.001763477,0.0007372311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009295917,"about_ca_system_score_gemma":0.002225922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007666948,"about_ca_topic_score_gemma":0.01428002,"domain_scores_codex":[0.9931681,0.003594163,0.0002380574,0.0004206994,0.001373754,0.00120521],"domain_scores_gemma":[0.9712256,0.015325,0.008255379,0.00182091,0.001594755,0.001778386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003848113,0.0004739186,0.7823154,0.0001812838,0.00009270912,0.0008123206,0.004882509,0.000254096,0.0008374764,0.03539352,0.01621124,0.1581607],"study_design_scores_gemma":[0.0002541235,0.001539109,0.8375446,0.001100246,0.0003502806,0.002698624,0.0209108,0.00180842,0.005742782,0.07764029,0.05032671,0.00008395028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6899879,0.003360006,0.00190068,0.2466319,0.0006211228,0.0001582978,0.0005082995,0.0000290953,0.05680271],"genre_scores_gemma":[0.9580796,0.001314432,0.0005959421,0.03619337,0.000625702,0.0000560984,0.00006945088,0.000006708003,0.003058678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542853,"threshold_uncertainty_score":0.08159482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5577645427897004,"score_gpt":0.582289806172794,"score_spread":0.02452526338309358,"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."}}