{"id":"W4313432983","doi":"10.1017/s1742058x22000224","title":"A Class Functionalist Theory of Race","year":2023,"lang":"en","type":"article","venue":"Du Bois Review Social Science Research on Race","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Race (biology); Reductionism; Class (philosophy); Epistemology; Argument (complex analysis); Epiphenomenon; Sociology; Construct (python library); Racism; Normative; Identity (music); Gender studies; Philosophy; Computer science","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":[0.002333087,0.0002794983,0.0004470081,0.001589757,0.001667089,0.002442091,0.00123151,0.001418022,0.009791196],"category_scores_gemma":[0.002660226,0.0001588814,0.0007308975,0.0009640758,0.01394166,0.004961068,0.002168913,0.002594406,0.0005585765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004695441,"about_ca_system_score_gemma":0.00140776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974823,"about_ca_topic_score_gemma":0.002363059,"domain_scores_codex":[0.9983678,0.000998839,0.0000275821,0.0002269512,0.0002439798,0.0001347579],"domain_scores_gemma":[0.998348,0.0009445391,0.0001317225,0.0002017738,0.0002785516,0.00009535517],"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":[0.000001124731,0.000001501838,0.00005250179,0.00000744758,0.000001187108,0.000003397867,0.0001300413,0.0001621569,0.00001105966,0.9982646,0.0003284925,0.001036369],"study_design_scores_gemma":[0.000002568472,0.000002629317,0.0002193675,0.00001972432,0.000003073405,0.00001045735,0.00009769986,0.0008517654,0.00002158069,0.9863279,0.01244134,0.000001994822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04681155,0.009394358,0.2121081,0.06047598,0.0008593627,0.00006185004,0.0002256093,0.0001300677,0.6699331],"genre_scores_gemma":[0.9634169,0.002772354,0.009890488,0.002530827,0.0006223677,0.0001094252,0.0000778236,0.00006014941,0.02051972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009791196,"threshold_uncertainty_score":0.03406799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543087115821247,"score_gpt":0.4837831375365234,"score_spread":0.3294744259543987,"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."}}