{"id":"W2165710256","doi":"","title":"ORGANIZING FOR PROFESSIONAL LEARNING COMMUNITIES: EMBEDDING PROFESSIONAL LEARNING DURING THE SCHOOL DAY","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Professional learning community; Principal (computer security); Professional development; Learning community; Pedagogy; Sociology; Faculty development; Public relations; Political science; Mathematics education; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01091285,0.000627775,0.0004438986,0.001747302,0.03173262,0.01414828,0.004683832,0.005037114,0.009252299],"category_scores_gemma":[0.01346968,0.0007466151,0.0008000218,0.001284579,0.02651037,0.01289106,0.02229073,0.00413961,0.00171019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006128852,"about_ca_system_score_gemma":0.01606645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00681183,"about_ca_topic_score_gemma":0.01995208,"domain_scores_codex":[0.9789093,0.01569725,0.000240628,0.0009292849,0.001289626,0.002934065],"domain_scores_gemma":[0.980709,0.006191934,0.001110057,0.002127672,0.001044058,0.008817351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009095648,0.001194775,0.006133397,0.0002363039,0.00002071485,0.002675919,0.7506484,0.0009515849,0.001609613,0.1354565,0.01149801,0.08948374],"study_design_scores_gemma":[0.00009329998,0.0004137006,0.002997396,0.0003870752,0.00002564103,0.001328188,0.6406064,0.001914298,0.001032322,0.05516075,0.2959553,0.00008556576],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4591716,0.0007664516,0.07785556,0.02469609,0.0006267804,0.001070439,0.00006351795,0.000746289,0.4350032],"genre_scores_gemma":[0.9637268,0.0001930867,0.0202893,0.0005675015,0.00006263683,0.0002039194,0.0000247855,0.00008599056,0.01484597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9931881,"threshold_uncertainty_score":0.05771333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972248892707333,"score_gpt":0.379501556838268,"score_spread":0.3497790679111947,"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."}}