{"id":"W1976795862","doi":"10.1016/j.tate.2012.07.009","title":"Collaborative inquiry in teacher professional development","year":2012,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":320,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Johns Hopkins University; American Educational Research Association","keywords":"Situated; Professional learning community; Pedagogy; Professional development; Reading (process); Faculty development; Mathematics education; Community of practice; Teacher education; Community of inquiry; Psychology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007165103,0.0002185099,0.0002142714,0.0003008601,0.0003853984,0.00003227779,0.0001114402,0.0001868479,0.0004633657],"category_scores_gemma":[0.0004320258,0.0001961026,0.00002153546,0.0002577438,0.00007932948,0.0002330221,0.00004715944,0.001596559,0.0001045198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901085,"about_ca_system_score_gemma":0.0002456347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002649274,"about_ca_topic_score_gemma":0.000005098891,"domain_scores_codex":[0.9951226,0.003579973,0.0003516951,0.0003276814,0.0001678935,0.000450215],"domain_scores_gemma":[0.999271,0.0001910528,0.000159084,0.0002155244,0.00004721791,0.0001160766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002919018,0.001462099,0.3010554,0.0000106104,0.00002056236,2.849964e-7,0.3146916,4.578797e-7,0.0001781303,0.005655607,0.006822869,0.3700732],"study_design_scores_gemma":[0.0003045039,0.0000228691,0.7908697,0.00006328115,0.000008731497,0.000009892812,0.03054058,0.000004464913,0.00002189988,0.0001305275,0.177799,0.000224621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566533,0.001203682,0.0009441559,0.0005645504,0.00323182,0.0002383935,4.187429e-7,0.0001124303,0.03705126],"genre_scores_gemma":[0.933355,0.000001030902,0.0134373,0.0003982772,0.0008797093,0.0001694079,0.00003647092,0.00003340813,0.05168942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4898143,"threshold_uncertainty_score":0.7996833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05157037438511956,"score_gpt":0.4395006380303246,"score_spread":0.387930263645205,"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."}}