{"id":"W2065260897","doi":"10.1080/15391523.2008.10782524","title":"Teacher Professional Growth in an Authentic Learning Environment","year":2008,"lang":"en","type":"article","venue":"Journal of Research on Technology in Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Transformational leadership; Professional development; Action research; Pedagogy; Psychology; Action (physics); Period (music); Faculty development; Teacher leadership; Mathematics education; Educational leadership; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005877189,0.0002475563,0.0003504708,0.0008267156,0.009242531,0.009407602,0.001170304,0.001489861,0.00450456],"category_scores_gemma":[0.01887163,0.0004161665,0.0004370283,0.0003582705,0.005821464,0.004894806,0.01627416,0.002316349,0.00170649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866622,"about_ca_system_score_gemma":0.005840074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008269114,"about_ca_topic_score_gemma":0.0020843,"domain_scores_codex":[0.9894367,0.00699815,0.0002164414,0.0007040214,0.0016462,0.0009984657],"domain_scores_gemma":[0.984455,0.00295364,0.002153286,0.00207551,0.002084444,0.006278141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003121066,0.001525144,0.04689196,0.0004584288,0.00003091146,0.00429511,0.6140981,0.001006264,0.007929542,0.07171445,0.01773357,0.2340044],"study_design_scores_gemma":[0.000160322,0.001643578,0.03536079,0.0004461279,0.00003081275,0.00735173,0.5087049,0.001905641,0.005177541,0.03945644,0.3996496,0.0001125717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8548766,0.0004708403,0.01112901,0.008317634,0.0002051918,0.0002058444,0.00003660219,0.0002801712,0.1244783],"genre_scores_gemma":[0.9855794,0.0001802181,0.003865026,0.0001398942,0.00003269138,0.00004841893,0.0000208396,0.00003540504,0.01009822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009407602,"threshold_uncertainty_score":0.03108186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1893698861221835,"score_gpt":0.5035288149323102,"score_spread":0.3141589288101266,"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."}}