{"id":"W2198330238","doi":"10.26522/tl.v3i2.41","title":"Leadership and Innovation in Schools","year":2006,"lang":"en","type":"article","venue":"Teaching 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":"Principal (computer security); Educational leadership; Pedagogy; Sociology; Management; Political science; 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":[0.004703289,0.0002727646,0.0003458698,0.001794414,0.008625895,0.01096303,0.0005221604,0.002250293,0.007002804],"category_scores_gemma":[0.006218881,0.0002004889,0.0003338031,0.001690114,0.01475351,0.00505821,0.004574648,0.003982798,0.000837601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007732106,"about_ca_system_score_gemma":0.007598462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004662644,"about_ca_topic_score_gemma":0.007256344,"domain_scores_codex":[0.9918213,0.005299427,0.000130974,0.0003582455,0.0008413227,0.001548706],"domain_scores_gemma":[0.9932762,0.002303133,0.0008442669,0.0001818796,0.0007201384,0.002674371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003217056,0.0001515024,0.00552718,0.0001728335,0.00001853545,0.0002739052,0.0608943,0.0003668127,0.0001381313,0.8148609,0.04995019,0.06761358],"study_design_scores_gemma":[0.00006870287,0.0001815484,0.009005455,0.0009307819,0.00001252332,0.0002867811,0.05179811,0.0005630694,0.0002315346,0.3860324,0.550841,0.00004810305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08302568,0.04254842,0.005352315,0.2917359,0.002819703,0.000125194,0.00004864572,0.0001223337,0.5742219],"genre_scores_gemma":[0.9420317,0.009962047,0.00126791,0.01105237,0.0007445643,0.00006994238,0.00001558875,0.000026577,0.03482926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01096303,"threshold_uncertainty_score":0.05610061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07104019636907204,"score_gpt":0.2729129605151256,"score_spread":0.2018727641460536,"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."}}