{"id":"W2900057987","doi":"10.31045/jes.1.2.1","title":"A Study of Teacher Growth, Supervision, and Evaluation in Alberta: Policy and Perception","year":2018,"lang":"en","type":"article","venue":"Journal of Educational Supervision","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; University of Lethbridge","funders":"","keywords":"Principal (computer security); Professional development; Government (linguistics); Perception; Psychology; Foundation (evidence); Pedagogy; Political science; Public relations; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007306277,0.0001672767,0.0002304549,0.001347261,0.0138082,0.004015811,0.00134714,0.001272475,0.00136629],"category_scores_gemma":[0.0101597,0.000490475,0.0001576616,0.002739133,0.007095653,0.001315959,0.002966801,0.002729592,0.00009093975],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.086008,"about_ca_system_score_gemma":0.1235796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9565999,"about_ca_topic_score_gemma":0.9763864,"domain_scores_codex":[0.9937192,0.001628175,0.0001400591,0.0003391729,0.002170213,0.002003184],"domain_scores_gemma":[0.9842789,0.005270595,0.001553478,0.000378534,0.0038983,0.004620194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004150168,0.001256804,0.4977323,0.0002211448,0.00002034395,0.00182604,0.3589104,0.001005793,0.005007658,0.02832871,0.008563947,0.09671183],"study_design_scores_gemma":[0.00003386619,0.0003140304,0.5089468,0.0002100694,0.00001382713,0.0002109254,0.4478559,0.001178463,0.0009614374,0.001600325,0.03861324,0.00006108246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798244,0.0004888592,0.0002487999,0.005857604,0.00001457361,0.00006981923,0.00004392103,0.00001055676,0.01344146],"genre_scores_gemma":[0.9944272,0.0006155855,0.0003864367,0.0005330513,0.000007344163,0.00003211499,0.00002787433,0.000003729579,0.003966637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.913992,"threshold_uncertainty_score":0.6240346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373713417436797,"score_gpt":0.398290794181213,"score_spread":0.364553660006845,"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."}}