{"id":"W1917070569","doi":"","title":"Holding the Reins of the Professional Learning Community: Eight Themes from Research on Principals' Perceptions of Professional Learning Communities.","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional learning community; Professional development; Learning community; Pedagogy; Professional studies; Normative; Thematic analysis; Sociology; Perception; Psychology; Faculty development; Qualitative research; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01686615,0.0003012622,0.0004312526,0.002486256,0.0124208,0.006420515,0.001617367,0.001468793,0.0009456641],"category_scores_gemma":[0.02344016,0.0007218269,0.0002765352,0.002699349,0.01466359,0.005896925,0.007396636,0.002905196,0.000107617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006332255,"about_ca_system_score_gemma":0.0161446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125406,"about_ca_topic_score_gemma":0.0419034,"domain_scores_codex":[0.9899988,0.006602156,0.0004237904,0.0004229002,0.0016532,0.0008992034],"domain_scores_gemma":[0.9784454,0.01269337,0.002671015,0.0007392767,0.002462687,0.002988153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009921458,0.00002195218,0.007642885,0.00006531317,0.00000222997,0.0001290047,0.9847993,0.00001064699,0.0001368832,0.002218837,0.0002701216,0.004692901],"study_design_scores_gemma":[0.000002841752,0.00001364491,0.005178217,0.00008187877,0.000003175102,0.00008906583,0.989723,0.00003438909,0.00006031423,0.0006555655,0.004151694,0.000006196879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831986,0.001399238,0.002388628,0.005970601,0.00004488507,0.0001155807,0.0000273167,0.0000150347,0.006840072],"genre_scores_gemma":[0.9979903,0.0004530668,0.0007424284,0.0001829058,0.000006080798,0.00004543165,0.00001345046,0.000005639722,0.0005607367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125406,"threshold_uncertainty_score":0.08919775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2490675892832874,"score_gpt":0.4970944461654666,"score_spread":0.2480268568821792,"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."}}