{"id":"W2111798027","doi":"10.1177/1741143214525724","title":"School leadership in Europe","year":2014,"lang":"en","type":"article","venue":"Educational Management Administration & Leadership","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instructional leadership; Educational leadership; School administration; Pedagogy; Political science; Sociology; Psychology; Public relations; Public administration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003223757,0.0004325801,0.0005700285,0.003249776,0.002513677,0.006368873,0.000502496,0.001531991,0.01349828],"category_scores_gemma":[0.003670107,0.0001347536,0.000432002,0.004329991,0.001507164,0.002141142,0.00370252,0.001463042,0.002730898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222258,"about_ca_system_score_gemma":0.003215431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192087,"about_ca_topic_score_gemma":0.001367291,"domain_scores_codex":[0.9977531,0.0006193576,0.0001701406,0.0003278345,0.0004506728,0.0006789438],"domain_scores_gemma":[0.9983172,0.0003201467,0.0003263253,0.0001162598,0.0003397599,0.0005803381],"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":[0.0002506249,0.0005156257,0.02858074,0.001924884,0.0001624763,0.003812565,0.01566599,0.0007312406,0.0007855046,0.2353061,0.1364084,0.5758559],"study_design_scores_gemma":[0.00007109757,0.0001560106,0.04323658,0.00155905,0.00003150798,0.002179754,0.007453013,0.0001436649,0.0003459962,0.01140006,0.9333915,0.00003178813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1920461,0.1556857,0.00129048,0.0391185,0.009211065,0.0001030168,0.0006907718,0.0001977744,0.6016566],"genre_scores_gemma":[0.8574238,0.04112858,0.00175317,0.01274964,0.002272272,0.0001108796,0.0007016295,0.00009710798,0.08376281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01349828,"threshold_uncertainty_score":0.04515624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2117485846994769,"score_gpt":0.3164905364583193,"score_spread":0.1047419517588424,"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."}}