{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002645514,0.0001270399,0.0002201735,0.00005457897,0.002874408,0.0006536106,0.0006056319,0.0001186586,0.0009149024],"category_scores_gemma":[0.0002844478,0.0002324255,0.000125658,0.0004306764,0.0007336569,0.001391509,0.0001054331,0.0004078527,0.0003270515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454506,"about_ca_system_score_gemma":0.0006242746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9123135,"about_ca_topic_score_gemma":0.9339206,"domain_scores_codex":[0.9981408,0.000100549,0.0002882598,0.0003429784,0.0004813366,0.0006461164],"domain_scores_gemma":[0.9988506,0.00004330351,0.0001181723,0.000315343,0.00006401623,0.000608517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003072914,0.00006942258,0.04583503,0.00001084036,0.00002705653,0.0004597729,0.0009459933,0.000002356064,0.00001374909,0.0003698977,0.9485012,0.003761611],"study_design_scores_gemma":[0.0004974338,0.00002188752,0.03029617,0.0001714879,0.00001624448,0.00007401736,0.0009573039,0.00000146523,0.00001208136,0.0008061853,0.9668555,0.0002902477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294905,0.001533653,0.00007854302,0.04447577,0.002299078,0.0006160839,0.000457555,0.0001738535,0.02087499],"genre_scores_gemma":[0.9127421,0.004319062,0.0006223139,0.05327011,0.00201246,0.00006430886,0.00006043922,0.00003121288,0.02687793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160702,"threshold_uncertainty_score":0.9999984,"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."}}