{"id":"W7002094052","doi":"","title":"Maria Dugas: Impact of Race and Culture Assessments","year":2020,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); African culture; African american; Racism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01162205,0.000616595,0.0004870094,0.001918593,0.01247494,0.006117314,0.002486919,0.006645326,0.02154161],"category_scores_gemma":[0.09135629,0.0004022442,0.0006633505,0.001485156,0.002539475,0.004654822,0.004436892,0.008522441,0.00291425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01421067,"about_ca_system_score_gemma":0.03139994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5803018,"about_ca_topic_score_gemma":0.6923787,"domain_scores_codex":[0.9881072,0.003632108,0.000227274,0.0007206334,0.005445733,0.001867104],"domain_scores_gemma":[0.9664069,0.01133273,0.001356692,0.0007922036,0.01403916,0.006072293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006161874,0.00006166012,0.00607472,0.00009211396,0.00001704304,0.0002557892,0.002438177,0.0002100183,0.0001109765,0.01414968,0.9210282,0.05549993],"study_design_scores_gemma":[0.00004120038,0.0001400009,0.03821453,0.001412214,0.00009977241,0.0003301512,0.02150826,0.0009950374,0.0009899111,0.0123862,0.9236677,0.0002148308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006985992,0.01078205,0.0005768026,0.8874319,0.007078415,0.0001192348,0.0003935263,0.0001151387,0.08651698],"genre_scores_gemma":[0.3076707,0.02623376,0.003825141,0.4066076,0.007059,0.0005399308,0.0005222903,0.000287699,0.2472539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5803018,"threshold_uncertainty_score":0.8443397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328499594096217,"score_gpt":0.2564722921305727,"score_spread":0.2231872961896105,"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."}}