{"id":"W2989919388","doi":"10.11575/jet.v52i2.69429","title":"Principals’ supervision practices and sense of efficacy in professional learning communities","year":2019,"lang":"en","type":"article","venue":"University of Calgary","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université Laval","funders":"","keywords":"Self-efficacy; Collective efficacy; Context (archaeology); Perception; Warrant; Psychology; Professional development; Professional learning community; Medical education; Pedagogy; Social psychology; Public relations; Political science; Medicine; Business","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":[0.005009407,0.0001868331,0.0003447573,0.001302098,0.00225268,0.002236926,0.0005195054,0.0003853247,0.001436391],"category_scores_gemma":[0.01277537,0.000275564,0.0002326017,0.0005852693,0.002616575,0.000639006,0.001452213,0.0008232649,0.0001114958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232772,"about_ca_system_score_gemma":0.003552769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04789175,"about_ca_topic_score_gemma":0.08651651,"domain_scores_codex":[0.9967424,0.001224505,0.0001997623,0.0002216166,0.00104182,0.000569933],"domain_scores_gemma":[0.9828684,0.003903202,0.005912527,0.0009402811,0.003045227,0.003330445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009912904,0.0004377131,0.9290546,0.00006565691,0.00004039947,0.0001356692,0.05556663,0.0001215512,0.0007569236,0.0004856001,0.0003394398,0.01289681],"study_design_scores_gemma":[0.000008618198,0.0001666715,0.941598,0.00004610036,0.00001015784,0.00007999258,0.05678765,0.0001239033,0.000113592,0.0001207616,0.0009298458,0.00001470438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986179,0.00004606954,0.00007461362,0.00006911255,0.000003127507,0.000009790006,0.000008460601,0.000002194163,0.001168783],"genre_scores_gemma":[0.9997771,0.0000275052,0.00005084058,0.000006991316,0.000001549807,0.000003174122,0.000007689553,5.277807e-7,0.0001244964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04789175,"threshold_uncertainty_score":0.09522599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09472745374241875,"score_gpt":0.3520083531825858,"score_spread":0.2572808994401671,"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."}}