{"id":"W2097302936","doi":"","title":"Ontario's Best Public Schools: 2009-2011","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Significant difference; Psychology; Preparatory school; Political science; Medical education; Pedagogy; Primary education; Medicine","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02443073,0.0003933211,0.0007532407,0.001563807,0.0003325363,0.001360554,0.002732426,0.0006253814,0.02225801],"category_scores_gemma":[0.002405354,0.0003496399,0.0002927632,0.0003155972,0.000276535,0.0008592938,0.002535634,0.003672074,0.003800916],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002880971,"about_ca_system_score_gemma":0.006202607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639438,"about_ca_topic_score_gemma":0.07756577,"domain_scores_codex":[0.9923727,0.0009477769,0.001664932,0.001397608,0.002261939,0.001355025],"domain_scores_gemma":[0.9940068,0.001312651,0.0005363271,0.002675456,0.0008394385,0.0006293833],"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":[0.0000428811,0.000317966,0.3161578,0.0000203601,0.00005716604,0.000006572671,0.0008514671,0.001447473,0.00001113897,0.0009180282,0.002905459,0.6772637],"study_design_scores_gemma":[0.0006977122,0.0001056809,0.1072245,0.00009726072,0.0000102036,0.000009865475,0.003609267,0.005960956,0.00002899241,0.01113864,0.8704686,0.0006483424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5021667,0.0002712956,0.00001529421,0.00284013,0.001781318,0.0008680546,0.00005535264,0.0000292741,0.4919726],"genre_scores_gemma":[0.924274,0.003151746,0.001250833,0.0002823828,0.0005863964,0.0003747951,0.0000796937,0.00004899727,0.06995113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8675631,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3190271172473413,"score_gpt":0.4881685243498369,"score_spread":0.1691414071024956,"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."}}