{"id":"W2161334589","doi":"10.36510/learnland.v4i2.391","title":"Teacher Inquiry for Educational Change","year":2011,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Pedagogy; Professional development; Work (physics); Sociology; Professional learning community; Faculty development; Psychology; Engineering","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":[0.02463056,0.0005356593,0.001088659,0.002464189,0.009641676,0.01943288,0.001745956,0.007158433,0.01432542],"category_scores_gemma":[0.03501032,0.0003910264,0.0006514889,0.001498128,0.05299084,0.01691654,0.0117442,0.01020203,0.002592401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01184077,"about_ca_system_score_gemma":0.01615689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004278341,"about_ca_topic_score_gemma":0.004389426,"domain_scores_codex":[0.9710977,0.02299656,0.0006955046,0.00155284,0.002146887,0.001510588],"domain_scores_gemma":[0.9668541,0.0218625,0.001310169,0.004617221,0.002927803,0.002428199],"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":[0.00002689317,0.00003313897,0.0003087347,0.0002911226,0.000008065875,0.0001218109,0.02603788,0.0001344413,0.00008877774,0.909193,0.03047981,0.03327633],"study_design_scores_gemma":[0.00002371432,0.00004561535,0.0002839839,0.0007858918,0.000006743997,0.0001986991,0.01658591,0.0002236737,0.000137678,0.4897556,0.4919368,0.00001568963],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006080888,0.07561736,0.03250725,0.3522471,0.005278776,0.0002214721,0.0001105541,0.0004710547,0.5274655],"genre_scores_gemma":[0.7922341,0.0278864,0.03160589,0.02382139,0.002962814,0.0007893106,0.000109074,0.0004810064,0.12011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02463056,"threshold_uncertainty_score":0.1302604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3114266053295474,"score_gpt":0.4079023635253111,"score_spread":0.0964757581957637,"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."}}