{"id":"W2975466644","doi":"10.22329/csw.v17i1.5890","title":"Understanding and Confronting Racial Microaggression","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Prejudice (legal term); Racism; Oppression; Social psychology; Psychology; Economic Justice; Sociology; Criminology; Gender studies; Political science; Law","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007320787,0.00008237833,0.0001445746,0.00002917766,0.003557626,0.0002466678,0.00009761305,0.000186888,0.003749022],"category_scores_gemma":[0.00152318,0.00009114897,0.00005064638,0.0006269863,0.0004892208,0.0002286307,0.00003833882,0.0002442858,0.0003581527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790718,"about_ca_system_score_gemma":0.0001093265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004322032,"about_ca_topic_score_gemma":0.00002606916,"domain_scores_codex":[0.9986893,0.0003396366,0.0001398394,0.0001967443,0.0002728727,0.000361624],"domain_scores_gemma":[0.9984747,0.001212518,0.00004864759,0.00004988749,0.0000647276,0.000149552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003109956,0.00003136102,0.009464243,0.000009801664,0.000008266009,0.000001841491,0.02349339,3.818944e-8,0.00003826792,0.9509939,0.01017003,0.005757764],"study_design_scores_gemma":[0.0003153661,0.00001433478,0.005003937,0.00004365496,0.00003645857,5.627514e-7,0.07945853,0.000002172881,0.00001070115,0.05294736,0.8618972,0.0002697274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1614277,0.0008102873,0.001773943,0.2587428,0.005257824,0.0004905453,0.000003460512,0.0002425336,0.5712509],"genre_scores_gemma":[0.9931781,0.00001754586,0.0002841865,0.0008769112,0.0009994158,0.000004576264,0.000001727551,0.00001143364,0.004626101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8980466,"threshold_uncertainty_score":0.9977396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235384102286093,"score_gpt":0.4066919034422442,"score_spread":0.2831534932136349,"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."}}