{"id":"W2313422466","doi":"10.1177/1536504216628843","title":"The Challenge of Diverse Public Schools","year":2016,"lang":"en","type":"article","venue":"Contexts","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Public relations; School district; Sociology; Political science; Public administration; Economic growth; Pedagogy","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":[0.0353388,0.0003756749,0.001140479,0.002128683,0.02134961,0.01556921,0.003121538,0.005641879,0.01061985],"category_scores_gemma":[0.03613092,0.000549891,0.0003680145,0.001876544,0.01637002,0.01122787,0.0297336,0.008794724,0.001320531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007069875,"about_ca_system_score_gemma":0.01729723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01307459,"about_ca_topic_score_gemma":0.03151507,"domain_scores_codex":[0.9572438,0.02815082,0.0007404127,0.003567729,0.005871694,0.004425633],"domain_scores_gemma":[0.9734541,0.008640521,0.00147723,0.002671747,0.004322103,0.009434297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001804895,0.0003597109,0.01595645,0.0002375348,0.00009078541,0.0008000183,0.07798105,0.001133656,0.0008774612,0.6984952,0.05523185,0.1486558],"study_design_scores_gemma":[0.00008660487,0.0001425178,0.01277467,0.0007244715,0.00003436648,0.0006866718,0.2206108,0.001074377,0.0004441544,0.3880298,0.3753155,0.00007615395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2559913,0.006670684,0.01438108,0.5230446,0.001717951,0.0001498464,0.0003097916,0.00007223412,0.1976626],"genre_scores_gemma":[0.96565,0.001217367,0.00315776,0.02237644,0.0005823458,0.0001377458,0.00008839246,0.00003257367,0.00675744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0353388,"threshold_uncertainty_score":0.1868917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1721219015694823,"score_gpt":0.4134685501165989,"score_spread":0.2413466485471165,"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."}}