{"id":"W1527892100","doi":"","title":"School Grades: Identifying British Columbia's Best Schools","year":2008,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Standardized test; Surprise; Context (archaeology); Mathematics education; Test (biology); Subject (documents); Psychology; Pedagogy; History; Political science; Library science; Computer science; Social psychology; Law","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":[0.005587511,0.0003939701,0.0007779959,0.004273683,0.01965389,0.00942713,0.003203861,0.004796309,0.006838507],"category_scores_gemma":[0.02434339,0.0004638682,0.00035261,0.007029387,0.003700909,0.001674666,0.002665835,0.004555461,0.0005609933],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1247206,"about_ca_system_score_gemma":0.2267099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914734,"about_ca_topic_score_gemma":0.998515,"domain_scores_codex":[0.9934335,0.0008791017,0.0003682115,0.0005857378,0.001943039,0.002790504],"domain_scores_gemma":[0.975567,0.004034616,0.001072711,0.0004553645,0.01413656,0.004733775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002095535,0.00007390749,0.08881721,0.001085776,0.00007636236,0.0009160137,0.01935577,0.0006211983,0.0005431502,0.05373856,0.7086499,0.1259127],"study_design_scores_gemma":[0.0001132534,0.00005045977,0.4491741,0.006191559,0.0002151502,0.0001481098,0.09090027,0.000806796,0.0009125606,0.009579335,0.441622,0.0002863767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2522574,0.02537796,0.000908919,0.4729927,0.002708947,0.0002749675,0.005595791,0.0001534284,0.23973],"genre_scores_gemma":[0.854475,0.00893321,0.003345923,0.06881397,0.0002964865,0.0003394553,0.001826015,0.0001284439,0.06184143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8752794,"threshold_uncertainty_score":0.9049156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048793030239981,"score_gpt":0.3000235490526822,"score_spread":0.2495356187502824,"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."}}