{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007600699,0.0001266385,0.0001607107,0.0001318528,0.0008017024,0.00009094793,0.0001752308,0.0001497746,0.00037281],"category_scores_gemma":[0.000454357,0.0001306945,0.00003617253,0.0002162664,0.0004035058,0.0008658005,0.000007530337,0.0006144347,0.0000294776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389296,"about_ca_system_score_gemma":0.0009803567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113349,"about_ca_topic_score_gemma":0.006352233,"domain_scores_codex":[0.9979928,0.0009621219,0.000295611,0.0001658292,0.0002954341,0.0002882161],"domain_scores_gemma":[0.9989425,0.0003727021,0.0001760733,0.000134349,0.0002199562,0.0001544157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001534654,0.0005315234,0.09519158,0.00002527948,0.000005782311,0.000001566228,0.8472372,3.47464e-7,0.000009721784,0.008025293,0.002541403,0.04641498],"study_design_scores_gemma":[0.000279566,0.00008611645,0.09760942,0.00008809804,0.00001523006,0.00001358103,0.7921387,0.0001179027,0.000005020611,0.00235398,0.107045,0.0002473796],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600908,0.0005124784,0.0002045635,0.01817712,0.0008490873,0.0002904575,0.000001945965,0.00008934257,0.0197842],"genre_scores_gemma":[0.986728,0.00009292355,0.0003454541,0.0004212167,0.0003225292,0.00006265984,0.00002298572,0.00001236327,0.0119919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045036,"threshold_uncertainty_score":0.9952487,"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."}}