{"id":"W2119711193","doi":"","title":"British Columbia's Best Schools: Where Teachers Make the Difference","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Imitation; Percentile; Student achievement; Best practice; Significant difference; Effective schools; Political science; Preparatory school; Pedagogy; Academic achievement; Primary education; Psychology; Medical education; Medicine; Mathematics; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009858457,0.0001694287,0.000467994,0.002123978,0.005140962,0.00458242,0.0005953208,0.000546304,0.004203847],"category_scores_gemma":[0.006566181,0.000204741,0.0001111695,0.004820323,0.001524808,0.001134111,0.001148274,0.0009511753,0.0004585517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01889131,"about_ca_system_score_gemma":0.02271768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9519215,"about_ca_topic_score_gemma":0.9888566,"domain_scores_codex":[0.9979753,0.0003722521,0.00005950425,0.0002126542,0.0006187471,0.0007616006],"domain_scores_gemma":[0.9940237,0.0004935519,0.0005700692,0.0003059508,0.003089873,0.00151675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002922972,0.000144556,0.760479,0.0001958877,0.00006602859,0.0004912615,0.03927195,0.0006489881,0.0007677071,0.014942,0.03731126,0.1453889],"study_design_scores_gemma":[0.00001272846,0.00002259483,0.9209349,0.0002243257,0.00003973379,0.00007864178,0.0518784,0.0002385069,0.0003720915,0.002015708,0.02414895,0.00003346218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060329,0.002115426,0.0004735909,0.00872031,0.00006045122,0.00002425477,0.001437775,0.00004084651,0.08109428],"genre_scores_gemma":[0.9924933,0.000455269,0.0002922786,0.000226336,0.000005257844,0.000005883555,0.0002485651,0.00001523391,0.006258016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04807854,"threshold_uncertainty_score":0.1370667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263531878630829,"score_gpt":0.3820772979688503,"score_spread":0.329441979182542,"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."}}