{"id":"W4411153761","doi":"10.5539/jel.v14n5p348","title":"Needs Assessment of Participatory School Management for Academic Effectiveness in Provincial Administrative Organization Schools: A Study of Northeast Thailand","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"School Leadership and Teacher Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Citizen journalism; Public administration; Political science; Geography; Sociology; Medical education; Medicine","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":[0.01601607,0.0003633745,0.0004146923,0.002539193,0.006382727,0.003813199,0.001198278,0.0007746565,0.001548042],"category_scores_gemma":[0.02436376,0.0007091698,0.0003614176,0.003084506,0.00269866,0.002720121,0.003838846,0.001175571,0.0001620097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01177517,"about_ca_system_score_gemma":0.03404131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04822841,"about_ca_topic_score_gemma":0.08380847,"domain_scores_codex":[0.9868904,0.008478982,0.0009583841,0.0004541951,0.001621381,0.001596713],"domain_scores_gemma":[0.9781398,0.01067933,0.003574167,0.0006663507,0.004460782,0.002479626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005751427,0.0003686582,0.08162265,0.0004977724,0.00001213424,0.001111449,0.8869535,0.0002878345,0.0008607738,0.001055285,0.000277328,0.02689493],"study_design_scores_gemma":[0.000009259717,0.0001523793,0.04670247,0.0001785452,0.000009764666,0.0001487805,0.9491109,0.0004859458,0.0003102727,0.0003036728,0.002570358,0.00001774074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965127,0.00008740805,0.0005232301,0.0004750877,0.000002876591,0.0002634824,0.00002465629,0.000004299241,0.002106326],"genre_scores_gemma":[0.9977899,0.0001722741,0.001384688,0.00005408208,0.000002058187,0.0001732722,0.0000245885,0.00000309313,0.0003961087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04822841,"threshold_uncertainty_score":0.09589541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173501307257708,"score_gpt":0.4295400536382917,"score_spread":0.3678050405657146,"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."}}