{"id":"W1585531732","doi":"10.32316/hse/rhe.v19i1.276","title":"Quality Assurance or Election Fodder? The Politics of Teacher Testing in Ontario, 1999 - 2003","year":2007,"lang":"en","type":"article","venue":"Historical Studies in Education / Revue d histoire de l éducation","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demise; Government (linguistics); Politics; Accountability; Public administration; Political science; Test (biology); Quality (philosophy); Administration (probate law); Public relations; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003486267,0.0001660983,0.0003582554,0.0002850359,0.0009372463,0.00001367131,0.0002683546,0.000178412,0.00004612303],"category_scores_gemma":[0.01278572,0.0001545318,0.00005784093,0.001717408,0.0004246358,0.0001432185,0.00001931765,0.0005302048,0.000004996798],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07060451,"about_ca_system_score_gemma":0.004654478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5275144,"about_ca_topic_score_gemma":0.8293206,"domain_scores_codex":[0.9974409,0.0005041574,0.0008700268,0.0003543285,0.0003360707,0.0004945248],"domain_scores_gemma":[0.997106,0.001352421,0.0004662073,0.000293031,0.0006600698,0.0001223269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005850449,0.001695816,0.3400403,0.0001528309,0.00001809621,0.000002146366,0.514468,0.00001874793,0.00006600821,0.02061672,0.09594997,0.02691291],"study_design_scores_gemma":[0.0001534463,0.00005656037,0.1724944,0.0001151568,0.00001835745,0.000004431942,0.100601,0.000002791003,0.000004284842,0.001728973,0.7246137,0.000206919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7929988,0.02112062,0.0003855604,0.01224383,0.05423691,0.0009431271,0.000002042414,0.000136274,0.1179328],"genre_scores_gemma":[0.9211152,0.0001605452,0.002058783,0.0002032098,0.0009324749,0.0001316751,0.000006163364,0.0000189702,0.07537303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6286637,"threshold_uncertainty_score":0.99553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3078812650347514,"score_gpt":0.4475174019164837,"score_spread":0.1396361368817323,"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."}}