{"id":"W2001575904","doi":"10.1080/15700760902737212","title":"Epilogue: Reflections on the Articles in this Issue","year":2009,"lang":"en","type":"article","venue":"Leadership and Policy in Schools","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Administration (probate law); Rest (music); Library science; Work (physics); Political science; Sociology; Psychology; Computer science; Law; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003984748,0.001926777,0.0008826433,0.005387173,0.002511528,0.00444641,0.001802042,0.006261037,0.3404592],"category_scores_gemma":[0.04233147,0.0007043788,0.001591406,0.003164186,0.0009409079,0.004137122,0.004316472,0.008173522,0.1607025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123528,"about_ca_system_score_gemma":0.002177418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211782,"about_ca_topic_score_gemma":0.006208184,"domain_scores_codex":[0.9979929,0.0004034122,0.0001685278,0.0001645675,0.0009381029,0.000332485],"domain_scores_gemma":[0.9742759,0.009047665,0.001587488,0.0009926658,0.01060788,0.003488408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000354535,0.000008329945,0.00002822505,0.0001229616,0.000001690858,0.00003132,0.00002927173,0.000005420099,0.00004188374,0.0001023296,0.9959354,0.003657522],"study_design_scores_gemma":[0.00003455335,0.00004003548,0.0005366633,0.0002776319,0.000006634552,0.00005989782,0.0002062341,0.00002252872,0.0001000134,0.0003964083,0.9983005,0.00001890543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000746853,0.004340754,0.0007811107,0.2127093,0.7036852,0.001243232,0.009851092,0.001765018,0.06487747],"genre_scores_gemma":[0.006562194,0.005824382,0.001300722,0.2067448,0.3647116,0.002247279,0.007009039,0.001557007,0.4040429],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3404592,"threshold_uncertainty_score":0.9407549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3740586090153717,"score_gpt":0.4791577543065808,"score_spread":0.1050991452912091,"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."}}