{"id":"W2046941516","doi":"10.1076/sesi.11.4.453.3561","title":"School-Based Management: Reconceptualizing to Improve Learning Outcomes","year":2000,"lang":"en","type":"article","venue":"School Effectiveness and School Improvement","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"World Bank Group","keywords":"Mathematics education; Psychology; Pedagogy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002392299,0.0003319629,0.0004298307,0.0002422133,0.001188139,0.000549218,0.0003149959,0.0001476053,0.00422292],"category_scores_gemma":[0.0005113248,0.0003110141,0.0001447612,0.0004882522,0.0001020438,0.0004535535,0.00006858563,0.0003840594,0.001308753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332899,"about_ca_system_score_gemma":0.0003353364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00367101,"about_ca_topic_score_gemma":0.0001351798,"domain_scores_codex":[0.996811,0.0007354543,0.0004571837,0.0007146739,0.0005367301,0.0007449935],"domain_scores_gemma":[0.9979078,0.0002558281,0.0001333457,0.0003880938,0.0001428644,0.001172041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216302,0.0002627426,0.5013365,0.0003591357,0.0003087476,0.00001159066,0.003791486,0.0004416524,0.003587379,0.006908865,0.001677253,0.481093],"study_design_scores_gemma":[0.003459129,0.000634612,0.7116104,0.0005919224,0.000100475,8.477971e-7,0.01557231,0.0000509608,0.00114828,0.001141625,0.264564,0.001125483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593779,0.0002699676,0.0004148859,0.001483788,0.0007772526,0.002292172,0.00001164906,0.0002152505,0.03515709],"genre_scores_gemma":[0.9816673,0.0001446984,0.0004540675,0.001908912,0.0005254962,0.0009360886,0.000005970769,0.00004108667,0.0143164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4799675,"threshold_uncertainty_score":0.9999342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589292210827145,"score_gpt":0.3314530564273778,"score_spread":0.3155601343191063,"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."}}