{"id":"W1538905472","doi":"10.3386/w15057","title":"Measuring Discrimination in Education","year":2009,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"School Choice and Performance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Caste; Competition (biology); Quality (philosophy); Psychology; Political science; Law; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006811914,0.0005145013,0.0004816107,0.004378552,0.002022537,0.001709307,0.0007035921,0.0008221995,0.004842605],"category_scores_gemma":[0.02577098,0.000163664,0.0004866419,0.005184391,0.001821711,0.001316412,0.003281462,0.001160192,0.0005215791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250963,"about_ca_system_score_gemma":0.0009642843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787726,"about_ca_topic_score_gemma":0.00476804,"domain_scores_codex":[0.9882059,0.005347351,0.000744796,0.0011671,0.003668975,0.0008659735],"domain_scores_gemma":[0.9763101,0.01014436,0.007566207,0.002291726,0.002185894,0.001501677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865143,0.0007440267,0.8808669,0.0002381704,0.0002125961,0.0001554065,0.007056794,0.0008633952,0.001919108,0.01732824,0.0017176,0.08871108],"study_design_scores_gemma":[0.00002937908,0.0006262765,0.963654,0.0001614167,0.0000704475,0.0003644902,0.005719616,0.001116865,0.001739023,0.01312007,0.01333029,0.00006815138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391066,0.0008054423,0.01561066,0.0005609707,0.0001641848,0.000335619,0.0008904561,0.00003788663,0.04248813],"genre_scores_gemma":[0.9895806,0.000147059,0.00771468,0.0001800137,0.00004266418,0.0002860981,0.0002998525,0.000007382363,0.001741652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006811914,"threshold_uncertainty_score":0.03602529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.410692983118324,"score_gpt":0.5463408365430602,"score_spread":0.1356478534247362,"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."}}