{"id":"W4407984551","doi":"10.5539/jel.v14n4p145","title":"Developing and Evaluating a Teacher Innovator Competence Program","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Innovator; Competence (human resources); Psychology; Mathematics education; Pedagogy; Computer science; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01205028,0.0005076535,0.000542658,0.001409957,0.0009178891,0.001482443,0.001427567,0.0007169317,0.001645627],"category_scores_gemma":[0.01690498,0.0002948809,0.0004859114,0.0006889733,0.0005841405,0.001268635,0.001789961,0.0008407543,0.0002748637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329352,"about_ca_system_score_gemma":0.006638178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706607,"about_ca_topic_score_gemma":0.00221106,"domain_scores_codex":[0.993578,0.003637946,0.0004085687,0.0003920532,0.001455506,0.0005280116],"domain_scores_gemma":[0.9887047,0.005765636,0.0007095397,0.0006571831,0.002919226,0.001243729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003769095,0.06397507,0.03444593,0.003000711,0.0001691771,0.0004175754,0.0106093,0.01193983,0.01766699,0.003556657,0.0022095,0.8482403],"study_design_scores_gemma":[0.0138023,0.364737,0.2634297,0.002825028,0.001809578,0.001089055,0.03370482,0.0574302,0.1674622,0.003752209,0.08954907,0.0004088831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677231,0.0001917577,0.0114736,0.0001963467,0.00005074276,0.01152033,0.0001231778,0.0002017731,0.008519207],"genre_scores_gemma":[0.8547246,0.0009129842,0.1188264,0.0001581145,0.00004025828,0.01801966,0.0005942403,0.00008702153,0.006636634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01205028,"threshold_uncertainty_score":0.06372869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06468819556414195,"score_gpt":0.3777154894207032,"score_spread":0.3130272938565612,"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."}}