{"id":"W269339287","doi":"","title":"STRESSFUL, HECTIC, DAUNTING: A CRITICAL POLICY STUDY OF THE ONTARIO TEACHER PERFORMANCE APPRAISAL SYSTEM","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Performance appraisal; Perspective (graphical); Critical appraisal; Policy analysis; Teacher education; Pedagogy; Education policy; Political science; Sociology; Psychology; Public administration; Higher education; Management; Economics; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001269856,0.0001114921,0.0001993863,0.0005441125,0.0003518631,0.0002386369,0.0003911578,0.00005066937,0.0006805298],"category_scores_gemma":[0.002923657,0.00007531841,0.0000684859,0.0005929466,0.0001190064,0.0003929382,0.000009992021,0.0002299127,0.000009511406],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261338,"about_ca_system_score_gemma":0.02239912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01976672,"about_ca_topic_score_gemma":0.1612476,"domain_scores_codex":[0.9978362,0.0002004087,0.0008273702,0.0001446119,0.0007994571,0.0001919674],"domain_scores_gemma":[0.9976648,0.000449645,0.0004676856,0.000239782,0.0007571044,0.0004209919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004981138,0.0004182821,0.8580458,0.00001558117,0.00002829245,0.000001931853,0.01507151,0.0001697551,0.00002378152,0.1159247,0.003974471,0.006276028],"study_design_scores_gemma":[0.0003399111,0.0006506682,0.9839839,0.00004156474,0.00001911252,0.0001532178,0.006234171,0.0001637146,0.00002929828,0.00124376,0.007062396,0.00007826396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549739,0.00003693666,0.000007142301,0.03075975,0.0004443493,0.0001309586,0.000007208967,0.000001368476,0.01363835],"genre_scores_gemma":[0.9969016,0.000001680659,0.00007689471,0.0004840185,0.0007914911,0.000002967205,0.000001530226,0.000003750707,0.001736077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1414809,"threshold_uncertainty_score":0.9867607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09902617439614883,"score_gpt":0.4796405919107734,"score_spread":0.3806144175146245,"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."}}