{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272414,0.00004817461,0.00008156429,0.00004814437,0.0001237757,0.00008902885,0.0005720618,0.00001785164,0.0007312707],"category_scores_gemma":[0.001991121,0.00001859733,0.00005444722,0.0001218449,0.00008414466,0.0002881956,0.0001101789,0.00003229587,0.0005820053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002283164,"about_ca_system_score_gemma":0.0001099085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003659185,"about_ca_topic_score_gemma":0.00003382912,"domain_scores_codex":[0.998747,0.00006573959,0.0002708194,0.0001550903,0.0006336698,0.0001276708],"domain_scores_gemma":[0.9979337,0.001080939,0.000151973,0.000387499,0.0003856517,0.00006023272],"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":[0.000006498747,0.00004912491,0.01856307,5.145204e-7,0.00001128686,1.807322e-7,0.0001011347,1.184372e-8,0.001302491,0.1459779,0.041805,0.7921828],"study_design_scores_gemma":[0.0004922548,0.0001098876,0.09183417,0.00001676208,0.000003058438,2.285485e-7,0.001389749,0.000003610384,0.001009206,0.2226691,0.682392,0.00007998549],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6260591,0.00163986,0.001193531,0.3097433,0.00228695,0.0004434507,0.00002602289,0.00002909127,0.05857867],"genre_scores_gemma":[0.9833736,0.0000670045,0.00002935236,0.0001255324,0.00007957867,0.0000131425,2.374951e-7,0.000002209451,0.01630931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7921028,"threshold_uncertainty_score":0.8006901,"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."}}