{"id":"W4392927918","doi":"10.1162/rest_a_01438","title":"School Choice, Student Sorting, and Academic Performance","year":2024,"lang":"en","type":"article","venue":"The Review of Economics and Statistics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sorting; Mathematics education; School choice; Psychology; Economics; Computer science; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091524,0.00007091716,0.0001718393,0.00002120677,0.0001923326,0.00006128263,0.000146128,0.00003357855,0.00007596253],"category_scores_gemma":[0.0001568081,0.00005056559,0.00001887353,0.00006257801,0.0001692065,0.0001440181,0.0000465528,0.0001793246,0.00002242457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000224378,"about_ca_system_score_gemma":0.0001207789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008972644,"about_ca_topic_score_gemma":0.0001496191,"domain_scores_codex":[0.9993612,0.00003995837,0.0002881376,0.000117018,0.00005943659,0.0001342881],"domain_scores_gemma":[0.9994346,0.0002666666,0.00009698287,0.00009877879,0.00002810574,0.00007488113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005337697,0.00001221487,0.05085286,0.009059628,0.00008781284,8.5307e-7,0.003056559,0.0000181364,0.000002875099,0.4002486,0.01911622,0.5175389],"study_design_scores_gemma":[0.0001181147,0.00006069996,0.04015291,0.004050843,0.0001371915,0.000004287357,0.0003777265,0.002982091,0.000005376573,0.006491163,0.9454099,0.0002097176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5363575,0.449838,0.00009709722,0.003422791,0.0004009368,0.0004093295,0.00007451996,0.00002133382,0.009378533],"genre_scores_gemma":[0.08280239,0.9155018,0.0003532603,0.0005578934,0.0002836729,0.000008515543,0.000002957417,0.000005942326,0.0004835968],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9262937,"threshold_uncertainty_score":0.2062005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015344248793108,"score_gpt":0.3682369217433488,"score_spread":0.3280834792554178,"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."}}