{"id":"W2172533014","doi":"","title":"Teacher Professional Growth in an Authentic Learning Environment.","year":2007,"lang":"en","type":"article","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Transformational leadership; Professional development; Pedagogy; Action research; Period (music); Psychology; Action (physics); Investment (military); Public relations; Sociology; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005490318,0.0002613062,0.0003048847,0.0009585105,0.008878725,0.0100297,0.0009737975,0.001025581,0.01089257],"category_scores_gemma":[0.01441222,0.0002963515,0.0004033192,0.0007105464,0.005930341,0.004578663,0.012047,0.002975557,0.00449895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004297478,"about_ca_system_score_gemma":0.01140384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830044,"about_ca_topic_score_gemma":0.008112053,"domain_scores_codex":[0.9901203,0.005158794,0.0002256599,0.0007135881,0.002683913,0.001097741],"domain_scores_gemma":[0.9860601,0.002941237,0.001617436,0.001580184,0.003138916,0.004662039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009144556,0.0004200266,0.02328374,0.0004422402,0.00001949727,0.001422755,0.4501914,0.0002880094,0.001950331,0.1991834,0.06734261,0.2553645],"study_design_scores_gemma":[0.0000282041,0.0001519463,0.01873251,0.0002992698,0.000009553939,0.001485049,0.2114902,0.000424376,0.0008676689,0.02436559,0.7421188,0.00002666046],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2511643,0.001855798,0.008840581,0.02883402,0.0007816871,0.0002935226,0.0001337541,0.0003233402,0.7077729],"genre_scores_gemma":[0.8244165,0.001327473,0.006500842,0.001370161,0.0001240112,0.0001702871,0.0001155012,0.0001471113,0.165828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01089257,"threshold_uncertainty_score":0.0364393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203179949108308,"score_gpt":0.3428953132503975,"score_spread":0.3225773183395667,"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."}}