{"id":"W3024408208","doi":"","title":"Who Benefits from Selective Education? Evidence from Elite Boarding School Admissions.","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regression discontinuity design; Disadvantaged; Elite; Quarter (Canadian coin); Psychology; Mathematics education; Demographic economics; Political science; Geography; Economics; Economic growth; Mathematics; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001474178,0.0001397732,0.0002491218,0.0002178553,0.0004930281,0.0002569214,0.0006596664,0.0001964672,0.002807025],"category_scores_gemma":[0.004287096,0.0001501422,0.00007677712,0.0003741726,0.000111597,0.001276458,0.0001477967,0.0007382019,0.0004756851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019519,"about_ca_system_score_gemma":0.003836756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009490272,"about_ca_topic_score_gemma":0.006815508,"domain_scores_codex":[0.9976792,0.0003612376,0.0003174064,0.0006157801,0.0003986316,0.0006277115],"domain_scores_gemma":[0.9968363,0.001711367,0.00009711995,0.0005220287,0.0002081458,0.0006250399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009861124,0.00006491737,0.7659931,0.000008879972,0.00003622044,0.000001082794,0.004954368,0.0004287648,0.0004704019,0.0003523733,0.001324256,0.2262671],"study_design_scores_gemma":[0.0005273591,0.0000754181,0.7842668,0.00135424,0.00001002708,4.219961e-7,0.01519444,0.001152473,0.0005422276,0.002875025,0.1934855,0.0005160862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841323,0.001125731,2.532522e-7,0.001405753,0.0004587702,0.0004040391,0.00002299051,0.0000319654,0.1124181],"genre_scores_gemma":[0.9612681,0.02816893,0.0004246213,0.0004797846,0.001278043,0.00008622493,0.00001734154,0.00002434312,0.008252595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225751,"threshold_uncertainty_score":0.9981046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930581469860032,"score_gpt":0.3684279555768851,"score_spread":0.3291221408782848,"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."}}