{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002949683,0.00008008081,0.0001689531,0.0004065187,0.0003403826,0.00004341899,0.0001101716,0.00006620151,0.0003568354],"category_scores_gemma":[0.002892863,0.00006617879,0.00002414681,0.0005090233,0.0001494814,0.0005490516,0.00005677114,0.0001361796,0.000002463186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962798,"about_ca_system_score_gemma":0.0007046272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01711867,"about_ca_topic_score_gemma":0.01436334,"domain_scores_codex":[0.9979438,0.0007380294,0.0004070105,0.0001390895,0.0006603702,0.0001117228],"domain_scores_gemma":[0.9981099,0.0003829102,0.0001709631,0.0000723563,0.001169895,0.00009398568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255373,0.001458595,0.566418,0.00001166051,0.00001799616,3.406914e-7,0.3941106,0.000004533444,0.002069314,0.006963546,0.0007588249,0.02806105],"study_design_scores_gemma":[0.0009672444,0.000819718,0.9078849,0.0001016308,0.00002587478,0.000006869352,0.08250055,0.0001517784,0.00001127481,0.00649727,0.0009497343,0.00008315471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870307,0.0002262503,0.000002397722,0.009513072,0.0001685805,0.000230169,6.460442e-7,0.00000141213,0.00282681],"genre_scores_gemma":[0.9984763,0.000223141,0.0002077017,0.00005544567,0.000862117,0.000003211146,0.000001852794,0.000005605597,0.0001646422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3414669,"threshold_uncertainty_score":0.9894264,"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."}}