{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0184506,0.0003655067,0.0004802567,0.002852511,0.06264148,0.02033625,0.003711593,0.006451412,0.01072483],"category_scores_gemma":[0.04217426,0.0006118652,0.0004213666,0.003020035,0.03579089,0.005760072,0.01209483,0.006151114,0.0005242367],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1943129,"about_ca_system_score_gemma":0.4758228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851633,"about_ca_topic_score_gemma":0.992151,"domain_scores_codex":[0.9797323,0.006049659,0.0003350691,0.001696288,0.004032029,0.008154575],"domain_scores_gemma":[0.9592936,0.0116553,0.001400086,0.001759529,0.008452803,0.01743867],"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":[0.0001336515,0.0001196403,0.01825646,0.0001121957,0.00002487064,0.0004402777,0.1323687,0.0009600326,0.000531071,0.7448364,0.03761328,0.06460342],"study_design_scores_gemma":[0.00007818479,0.00007622359,0.0531322,0.0004425562,0.00006878417,0.0002028844,0.2763511,0.001712623,0.0007005082,0.07179055,0.5952764,0.0001679253],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2487401,0.004070347,0.005842187,0.1791909,0.0006924013,0.0002545773,0.0001697214,0.0001508064,0.560889],"genre_scores_gemma":[0.9712574,0.0006064,0.001301669,0.002498374,0.00004120531,0.00004683391,0.00002434694,0.0000298458,0.02419373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1943129,"threshold_uncertainty_score":0.9344828,"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."}}