{"id":"W2142795938","doi":"","title":"The emerging educator as leader and action researcher","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Practicum; Action (physics); Action research; Service (business); Pedagogy; Psychology; Professional development; Medical education; Public relations; Political science; Medicine; Business","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":[0.0584256,0.000481192,0.001129257,0.003056312,0.008358786,0.01343455,0.002615459,0.003374992,0.006387026],"category_scores_gemma":[0.08577362,0.0008867998,0.0005453491,0.001981566,0.01308872,0.007238432,0.005833221,0.0118617,0.002614698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003629202,"about_ca_system_score_gemma":0.01499737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195185,"about_ca_topic_score_gemma":0.003477694,"domain_scores_codex":[0.9400216,0.04655445,0.002335164,0.004154816,0.004520128,0.002413781],"domain_scores_gemma":[0.9290192,0.03437596,0.003651486,0.008220941,0.01633853,0.0083939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002977485,0.0005465315,0.005826666,0.0007554063,0.00002156784,0.00180258,0.7674688,0.0002652666,0.002630281,0.07466447,0.04351183,0.1022089],"study_design_scores_gemma":[0.000174034,0.0003905219,0.001605528,0.001587857,0.00001857663,0.001274466,0.6958751,0.001628286,0.001239014,0.02828754,0.2678455,0.00007356412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3515503,0.003647812,0.322973,0.1604493,0.01851433,0.01817685,0.001280481,0.001522442,0.1218855],"genre_scores_gemma":[0.7008868,0.00209094,0.172548,0.02867175,0.001246743,0.02106729,0.0004360547,0.0005052972,0.07254713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0584256,"threshold_uncertainty_score":0.3089877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6904214274441898,"score_gpt":0.6970217372553884,"score_spread":0.006600309811198635,"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."}}