{"id":"W4416791163","doi":"10.24018/ejedu.2025.6.6.978","title":"School Based Management System and DecisionMaking: A Strategy for Enhancing CommunityInvolvement in Public Primary Schools in Plateau State","year":2025,"lang":"","type":"article","venue":"European Journal of Education and Pedagogy","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Population; Null hypothesis; Reliability (semiconductor); Work (physics); Management system; Quarter (Canadian coin); Baseline (sea)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007759307,0.000244632,0.0004033133,0.001426375,0.0004188822,0.000572865,0.0004577372,0.0000534074,0.00005239038],"category_scores_gemma":[0.0002636976,0.0002616289,0.00007222517,0.0006717065,0.0001234917,0.0006743087,0.0001334564,0.0005267939,0.000005794062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274894,"about_ca_system_score_gemma":0.00294244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003490481,"about_ca_topic_score_gemma":0.002552764,"domain_scores_codex":[0.9951428,0.002192678,0.001559577,0.0003214304,0.0003651992,0.0004182873],"domain_scores_gemma":[0.9978407,0.0003996203,0.000862092,0.0002520109,0.000337292,0.0003082822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001182894,0.009824834,0.2232893,0.006137494,0.0004501859,0.00007124193,0.07492404,0.00139501,0.001370216,0.03290487,0.007038113,0.6414118],"study_design_scores_gemma":[0.004665155,0.0005770333,0.4339643,0.009754651,0.0001251074,0.00001026792,0.4988422,0.0004770198,0.0000925177,0.002116066,0.04887984,0.0004958597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658435,0.005830426,0.00430167,0.003198214,0.002342985,0.001194202,0.000009113495,0.00001013378,0.01726973],"genre_scores_gemma":[0.9937194,0.002668316,0.001742025,0.0007316253,0.0001538801,0.00002828184,0.00001997585,0.00002029849,0.0009161705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6409159,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09188241085862278,"score_gpt":0.3948632729130294,"score_spread":0.3029808620544067,"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."}}