{"id":"W2967106153","doi":"10.14507/epaa.27.4401","title":"Professional learning as policy enactment: The primacy of professionalism","year":2019,"lang":"en","type":"article","venue":"Education Policy Analysis Archives","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Accountability; Immediacy; Pedagogy; Professional development; Education policy; Sociology; Public relations; Psychology; Political science; Higher education; Epistemology","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":[0.04065381,0.0004547561,0.0006019624,0.00206831,0.01282209,0.01763664,0.001680318,0.004235079,0.001564728],"category_scores_gemma":[0.04324244,0.000490024,0.000518078,0.001529654,0.1125335,0.01042756,0.01148788,0.007709971,0.0002354647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0266504,"about_ca_system_score_gemma":0.03622848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03271642,"about_ca_topic_score_gemma":0.02812739,"domain_scores_codex":[0.9519338,0.03130932,0.001472957,0.003670129,0.007690016,0.003923778],"domain_scores_gemma":[0.9428627,0.03348317,0.007659079,0.00707963,0.00512913,0.003786314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002502904,0.00004119632,0.002610859,0.0000895319,0.00001110094,0.0001163769,0.08126547,0.0005269504,0.0003233829,0.8997727,0.0005765383,0.01464094],"study_design_scores_gemma":[0.00004065978,0.0000932645,0.004667514,0.000317745,0.00002281714,0.0001606596,0.04801819,0.001670331,0.001165851,0.858785,0.08500478,0.00005318624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1866693,0.003254967,0.1094809,0.1180421,0.0004129312,0.0002187782,0.00003684208,0.0001531274,0.5817311],"genre_scores_gemma":[0.9909764,0.0002573013,0.00365605,0.001158178,0.00006376829,0.00006404481,0.000006495222,0.00002305239,0.003794839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04065381,"threshold_uncertainty_score":0.2150005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06164230595042238,"score_gpt":0.4681216026715835,"score_spread":0.4064792967211611,"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."}}