{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03111058,0.0003443004,0.0004516773,0.002555483,0.03270656,0.009144961,0.002443239,0.002536519,0.001446769],"category_scores_gemma":[0.07609399,0.00066095,0.000311671,0.003946672,0.02060562,0.004622275,0.003708815,0.003827753,0.00009982983],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2843492,"about_ca_system_score_gemma":0.2626907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9333186,"about_ca_topic_score_gemma":0.9437829,"domain_scores_codex":[0.9707252,0.01806889,0.0006440834,0.00121305,0.004444342,0.004904438],"domain_scores_gemma":[0.9294227,0.04640998,0.006592913,0.001481562,0.01142188,0.00467098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003530995,0.0004153868,0.06274069,0.0006971809,0.00005630986,0.001172451,0.7808657,0.001777577,0.001448332,0.0926467,0.01403046,0.04379616],"study_design_scores_gemma":[0.00006988167,0.0002465537,0.08299784,0.0004671887,0.00004832245,0.00008988023,0.8227371,0.001355981,0.0006363961,0.007151165,0.08410042,0.00009926601],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127801,0.001741364,0.001336722,0.04789867,0.0001106228,0.0007469606,0.0001373881,0.00001803418,0.03523012],"genre_scores_gemma":[0.9946014,0.0008566524,0.0007641178,0.000954635,0.00003205532,0.0002347046,0.00002574148,0.000009301462,0.002521395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843492,"threshold_uncertainty_score":0.8300534,"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."}}