{"id":"W4313231318","doi":"10.29173/iq1079","title":"Systemic racism in data practices","year":2022,"lang":"en","type":"article","venue":"IASSIST Quarterly","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Diversity (politics); Sociology; Public relations; Political science; Library science; Media studies; Pedagogy; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.07749628,0.0003874859,0.0006280793,0.004287923,0.02329291,0.02538739,0.002129912,0.00859348,0.008926579],"category_scores_gemma":[0.08538891,0.0007380289,0.0007742037,0.004783076,0.08196931,0.02438324,0.02313974,0.01483158,0.0009115848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01708928,"about_ca_system_score_gemma":0.01937928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188915,"about_ca_topic_score_gemma":0.008329178,"domain_scores_codex":[0.8684936,0.09197664,0.005719765,0.009933203,0.01804658,0.005830344],"domain_scores_gemma":[0.8551239,0.09247223,0.01169488,0.01667336,0.01635983,0.007675704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001528123,0.0000263065,0.002695786,0.0001042413,0.00001816713,0.0003045121,0.2306842,0.00008283139,0.0002035757,0.7330866,0.01372382,0.01905471],"study_design_scores_gemma":[0.00002438005,0.00004065793,0.002644041,0.001036731,0.00001673472,0.0007519441,0.1507992,0.0005108606,0.0004329524,0.2771459,0.5665268,0.00006974261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1097295,0.006422612,0.02459821,0.5822366,0.002516424,0.0001315488,0.0001169265,0.0001675969,0.2740806],"genre_scores_gemma":[0.9478236,0.001736518,0.004372744,0.03084703,0.0008562144,0.0001327376,0.00006076932,0.000135107,0.01403519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9767071,"threshold_uncertainty_score":0.4098444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5150763359525782,"score_gpt":0.513058388855439,"score_spread":0.002017947097139206,"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."}}