{"id":"W2112746316","doi":"","title":"Educational Quality and Accountability in Ontario: Past, Present, and Future","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Scale (ratio); Educational assessment; Quality (philosophy); Political science; Public administration; Quality assessment; Public relations; Sociology; Pedagogy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00645571,0.0002576976,0.0003713999,0.002113836,0.00676962,0.006110403,0.001241699,0.001111939,0.002343467],"category_scores_gemma":[0.01272015,0.0002638715,0.0004345033,0.006099366,0.005982539,0.002633218,0.002273459,0.001477725,0.0001571113],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1823237,"about_ca_system_score_gemma":0.2950399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892232,"about_ca_topic_score_gemma":0.9949352,"domain_scores_codex":[0.9920428,0.001064596,0.0003086818,0.0003193843,0.003889724,0.002374866],"domain_scores_gemma":[0.9794667,0.003104283,0.002822394,0.0004749329,0.009089166,0.005042539],"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":[0.0003229046,0.0001544259,0.266992,0.00313776,0.0001187464,0.0006014184,0.02459841,0.002985108,0.0009698433,0.1534553,0.0756313,0.4710328],"study_design_scores_gemma":[0.00005747905,0.0001280707,0.5583099,0.001389566,0.0001062309,0.0001970856,0.02056092,0.001924211,0.0005164368,0.01690321,0.399739,0.0001680045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2717613,0.1016847,0.003759677,0.457207,0.001241659,0.0002157409,0.002163129,0.0002711629,0.1616957],"genre_scores_gemma":[0.9516801,0.02635349,0.00326301,0.004832732,0.0003279131,0.00006183894,0.000359755,0.00002728253,0.01309397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8176763,"threshold_uncertainty_score":0.9483886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666889239092964,"score_gpt":0.519257219435984,"score_spread":0.3525682955266876,"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."}}