{"id":"W2097386795","doi":"","title":"Critical and Transformative Practices in Professional Learning Communities.","year":2008,"lang":"en","type":"article","venue":"Teacher education quarterly (Claremont, Calif.)","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional learning community; Transformative learning; Professional development; Learning community; Pedagogy; Faculty development; Government (linguistics); Sociology; Bureaucracy; Psychology; Public relations; Political science; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.02800028,0.0009042787,0.0005751887,0.004248539,0.01324503,0.01903989,0.002641017,0.007009708,0.007651636],"category_scores_gemma":[0.02772069,0.0005213395,0.0006791917,0.002564,0.1145211,0.01997834,0.01653192,0.007751623,0.001581659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01033492,"about_ca_system_score_gemma":0.01260506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010614,"about_ca_topic_score_gemma":0.003941425,"domain_scores_codex":[0.969017,0.02296158,0.0007675887,0.002380468,0.003445086,0.001428334],"domain_scores_gemma":[0.9679231,0.02115284,0.002009548,0.00383156,0.002293695,0.002789251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005496569,0.00001732442,0.0001087832,0.0001077856,0.000004205677,0.00009630479,0.05366157,0.00007668594,0.00006136029,0.9278445,0.007018132,0.01099775],"study_design_scores_gemma":[0.00001500249,0.00002121533,0.0001749869,0.0004506325,0.000004189435,0.000286948,0.02192694,0.0003082486,0.0001252943,0.7175521,0.2591176,0.00001666389],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01595701,0.02980593,0.1240507,0.1213829,0.003707104,0.0007546673,0.0000834216,0.0004245494,0.7038337],"genre_scores_gemma":[0.8109007,0.01235584,0.07937703,0.01900703,0.002967543,0.002008082,0.0001059824,0.0004766064,0.07280124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02800028,"threshold_uncertainty_score":0.1480814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0490173642292376,"score_gpt":0.3952098031774835,"score_spread":0.3461924389482459,"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."}}