{"id":"W2189434924","doi":"","title":"Teacher Inquiry: The Catalytic and Collaborative Role of a Canadian Teacher Union","year":2012,"lang":"en","type":"article","venue":"","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pedagogy; Political science; Psychology; Mathematics education; Public relations","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":[0.0007594733,0.00003493663,0.00004347023,0.00005978124,0.0002653147,0.00002870825,0.00007218547,0.00003619754,0.0003494906],"category_scores_gemma":[0.0002171709,0.000022957,0.00000835211,0.0003433781,0.0002411523,0.0002619259,0.0000101751,0.00006489614,0.0000176564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004223752,"about_ca_system_score_gemma":0.0004341631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8278013,"about_ca_topic_score_gemma":0.7569029,"domain_scores_codex":[0.9994639,0.0001835448,0.00005656417,0.0000403792,0.00009775181,0.0001578525],"domain_scores_gemma":[0.9995598,0.0001510208,0.0000408176,0.00006352842,0.00005804759,0.0001267636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001788461,0.00004058704,0.1010157,0.000001840032,0.00001865225,2.294857e-8,0.5390313,5.658181e-7,0.00003434462,0.323748,0.03423997,0.001867196],"study_design_scores_gemma":[0.00001786196,0.000004495191,0.04018062,0.000001383854,0.000008001267,1.825904e-7,0.281118,0.000002121436,0.00002546413,0.0004006063,0.6782115,0.00002979455],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4617509,0.0008086296,3.784635e-7,0.03309552,0.0001104565,0.0001055882,0.000003132564,0.000005347129,0.5041201],"genre_scores_gemma":[0.9886611,0.0001085523,0.00003202646,0.0003424237,0.0003628309,0.000005306566,0.000001815795,0.000002669621,0.01048332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6439715,"threshold_uncertainty_score":0.3826678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394062417804704,"score_gpt":0.3570402148267837,"score_spread":0.3130995906487366,"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."}}