{"id":"W7006309677","doi":"","title":"Teacher Thinking & Professional Action","year":2005,"lang":"en","type":"book","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University; American Educational Research Association","keywords":"Action (physics); Scope (computer science); Reading (process); Selection (genetic algorithm); Critical thinking; Professional development","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002561479,0.0005793844,0.0004526046,0.001021417,0.005848597,0.01105926,0.0008126345,0.002833399,0.03319649],"category_scores_gemma":[0.006116485,0.0003401864,0.0005366133,0.00107041,0.01216396,0.007026067,0.0045827,0.004546595,0.01753385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006874761,"about_ca_system_score_gemma":0.007887535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006887433,"about_ca_topic_score_gemma":0.006939377,"domain_scores_codex":[0.9956317,0.002179768,0.000111816,0.0005285533,0.001048476,0.0004996727],"domain_scores_gemma":[0.9978191,0.0007184659,0.0001730757,0.0003163495,0.0004999427,0.0004731226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001788279,0.00003558514,0.000420012,0.0002685343,0.000006458164,0.0001433614,0.02352711,0.0001090977,0.0001929078,0.5400605,0.3535753,0.08164326],"study_design_scores_gemma":[0.000004869409,0.00001198184,0.0002979209,0.000292792,0.000001803132,0.0001044538,0.007566632,0.0000534025,0.00007105522,0.05971992,0.9318699,0.000005296522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001649898,0.0209281,0.00278686,0.07101703,0.005026457,0.0000506848,0.0000670868,0.0001640129,0.8983099],"genre_scores_gemma":[0.1549638,0.02171254,0.003361563,0.02099902,0.002497715,0.0001899749,0.0001251033,0.0002282949,0.795922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03319649,"threshold_uncertainty_score":0.1110533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2267503154348345,"score_gpt":0.4550892317745422,"score_spread":0.2283389163397077,"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."}}