{"id":"W2589789959","doi":"","title":"The People and the Policy: The Possibilities and Limitations of Current Supervisory Appraisal Practices for Experienced Secondary Teachers in Ontario","year":2016,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Psychology; Public relations; Pedagogy; Engineering; Political science; Medical education; Medicine; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01157738,0.0002023315,0.0003420545,0.001020555,0.01909728,0.009258128,0.002152965,0.001200577,0.001788891],"category_scores_gemma":[0.025834,0.0005068794,0.0002389289,0.002174448,0.01507354,0.002155554,0.004309562,0.001724353,0.0001743808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1055408,"about_ca_system_score_gemma":0.1611337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9260588,"about_ca_topic_score_gemma":0.965784,"domain_scores_codex":[0.9832368,0.006120679,0.0008356905,0.00104784,0.005026649,0.003732358],"domain_scores_gemma":[0.9722921,0.009780859,0.004441665,0.001083071,0.007063382,0.005338992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001184701,0.00006865306,0.07122372,0.0003615631,0.00001330126,0.0008923517,0.874346,0.0002409766,0.001704346,0.005549331,0.003465544,0.04201578],"study_design_scores_gemma":[0.00001443374,0.00008998215,0.1073215,0.000364362,0.00001201752,0.00007278649,0.8417028,0.0002584002,0.0003158341,0.001082181,0.04872077,0.00004495679],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572308,0.001167332,0.0006960063,0.02226726,0.00005255796,0.0001328496,0.00008615457,0.00002596048,0.01834107],"genre_scores_gemma":[0.9961854,0.0006033566,0.0003399652,0.0003989199,0.000009977754,0.0000386923,0.0000190554,0.000006724933,0.002397996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8944592,"threshold_uncertainty_score":0.7657554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0559910238556216,"score_gpt":0.3519745380850525,"score_spread":0.2959835142294309,"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."}}