{"id":"W2058269464","doi":"10.5539/jel.v2n3p39","title":"School-Based Management with or without Instructional Leadership: Experience from Sweden","year":2013,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instructional leadership; Psychology; Perception; Educational leadership; Pedagogy; Mathematics education; Applied 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002958186,0.00007400761,0.0001127241,0.0001259883,0.0003614624,0.0001640637,0.000103742,0.00003583472,0.00217672],"category_scores_gemma":[0.000224984,0.00005345983,0.00002436458,0.000174499,0.0001772736,0.0003933389,0.000006269624,0.0003005811,0.00002415324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009220758,"about_ca_system_score_gemma":0.0005114343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006121821,"about_ca_topic_score_gemma":0.0001293963,"domain_scores_codex":[0.9990682,0.0002113101,0.0001818072,0.0001035295,0.0002976797,0.0001374763],"domain_scores_gemma":[0.99922,0.0001061153,0.0002336176,0.00004937387,0.0002189795,0.0001719797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008618722,0.0002274107,0.546001,0.00002511442,0.00008364466,0.000001042182,0.3381904,0.00005604449,0.00003897222,0.0006312965,0.004198981,0.1104599],"study_design_scores_gemma":[0.0002662625,0.00005030005,0.1840711,0.0001065068,0.00001699966,0.000003970237,0.7574437,0.000009283521,0.000006286392,0.00005215382,0.05789837,0.0000751167],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562014,0.0005282475,0.0004291416,0.03728351,0.0005976205,0.000136619,9.572815e-8,0.00002034117,0.004803041],"genre_scores_gemma":[0.981839,0.00005998513,0.008152561,0.0009296702,0.000530649,0.00001731269,9.656642e-7,0.000006265291,0.008463597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192533,"threshold_uncertainty_score":0.9987354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379533476237602,"score_gpt":0.3864469920486043,"score_spread":0.2484936444248441,"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."}}