{"id":"W4220972748","doi":"10.7202/1087204ar","title":"Recognizing Racism in US Bioethics as the Subject of Bioethical Concern","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioethics; Racism; Scrutiny; Subject (documents); Context (archaeology); Sociology; Environmental ethics; Political science; Gender studies; Law; History; Philosophy","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","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01615505,0.0001056561,0.0002866899,0.0005156072,0.001556704,0.0001330083,0.001130677,0.0003221898,0.0007150594],"category_scores_gemma":[0.005638427,0.00009168813,0.0001839094,0.001370148,0.005201426,0.0001854071,0.00009036616,0.003950898,0.00001643374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005911865,"about_ca_system_score_gemma":0.01546998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6295564,"about_ca_topic_score_gemma":0.8491847,"domain_scores_codex":[0.9952558,0.002084597,0.0006119089,0.0001532888,0.001308024,0.0005864003],"domain_scores_gemma":[0.9969981,0.001275191,0.0003664591,0.0001914291,0.0006445349,0.0005242836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003815459,0.0001751063,0.1264225,0.0001385216,0.0002360506,0.001903849,0.4480815,0.0005871665,0.0006683363,0.3621785,0.007824476,0.05140239],"study_design_scores_gemma":[0.001587444,0.001165449,0.01285692,0.0003220033,0.00009548091,0.0002662283,0.3406706,0.0001002254,0.001362754,0.1053975,0.5354651,0.0007102931],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8262202,0.002872283,0.00001646689,0.1538341,0.002271493,0.0003164602,0.00005828643,0.000008301485,0.01440238],"genre_scores_gemma":[0.9967131,0.0008043958,0.00005176317,0.001409797,0.0003228634,0.000003665979,0.000001649584,0.00001332917,0.0006794302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5276406,"threshold_uncertainty_score":0.9997431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209770432363128,"score_gpt":0.4287057456346056,"score_spread":0.2189353132714776,"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."}}