{"id":"W2329217461","doi":"10.1111/j.1751-2409.2012.01041.x","title":"Affirmative Meritocracy","year":2013,"lang":"en","type":"article","venue":"Social Issues and Policy Review","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Meritocracy; Affirmative action; Stereotype (UML); Stereotype threat; Social psychology; Diversity (politics); Psychology; Ethnic group; Competition (biology); Political science; Demographic economics; Law; Economics","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":[0.0187811,0.000278716,0.0005686437,0.001251093,0.002440734,0.005339111,0.001449043,0.003535767,0.005771451],"category_scores_gemma":[0.03342213,0.0001841277,0.0005245376,0.0007851248,0.01777815,0.006372441,0.004637235,0.004135547,0.00104748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697819,"about_ca_system_score_gemma":0.003681857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000842044,"about_ca_topic_score_gemma":0.001167248,"domain_scores_codex":[0.9847135,0.006414946,0.0005738654,0.002027352,0.004958569,0.001311694],"domain_scores_gemma":[0.965239,0.01873385,0.00562487,0.004059779,0.004756656,0.001585791],"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":[0.00001594707,0.000021307,0.0005463492,0.00008646495,0.00001071664,0.00005878133,0.0007990781,0.0001100884,0.0001756596,0.9846097,0.002632038,0.01093375],"study_design_scores_gemma":[0.00002356946,0.00003665853,0.0008469073,0.0001553389,0.00001385333,0.000130263,0.0004974534,0.0002497911,0.0008040349,0.9174582,0.0797694,0.00001456714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05009992,0.01023895,0.04938257,0.1131954,0.002558269,0.0001385878,0.0001171049,0.0001154944,0.7741536],"genre_scores_gemma":[0.9378008,0.002633187,0.009528282,0.01724496,0.0009724303,0.0001609323,0.0000306408,0.00003425152,0.03159462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0187811,"threshold_uncertainty_score":0.09932512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04455579892190378,"score_gpt":0.4575433484916753,"score_spread":0.4129875495697716,"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."}}