{"id":"W4400014359","doi":"10.5539/jel.v13n5p179","title":"A Study of Components on Effective Academic Administration with Participation of Parents and Community in Small-Sized Schools under the Office of the Basic Education Commission","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Administration (probate law); Public administration; Medical education; Psychology; Political science; Sociology; Pedagogy; Medicine; Law","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":[0.02646963,0.0004613441,0.0004983561,0.002364876,0.003771013,0.00352873,0.001435413,0.0007109461,0.001450706],"category_scores_gemma":[0.06484231,0.0007288599,0.0004418384,0.002387989,0.004379078,0.00352616,0.004425867,0.0009231502,0.0001143287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006259192,"about_ca_system_score_gemma":0.01374114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051301,"about_ca_topic_score_gemma":0.009771323,"domain_scores_codex":[0.9680568,0.02528945,0.001135141,0.0008978022,0.003347988,0.001272891],"domain_scores_gemma":[0.9264152,0.05538664,0.006483284,0.002705639,0.005006059,0.004003189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003248283,0.002434944,0.1374433,0.0009858089,0.00007233275,0.0006283774,0.7337983,0.0001542306,0.0007760723,0.004001219,0.0005170457,0.1188635],"study_design_scores_gemma":[0.00009532339,0.002088495,0.3236164,0.0007037104,0.0001473982,0.0005130665,0.6619233,0.0003981255,0.0009951206,0.001275487,0.008198193,0.00004533329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954966,0.0001777232,0.0008160691,0.0001898874,0.000007205481,0.0004626763,0.00001398436,0.000007556048,0.002828362],"genre_scores_gemma":[0.9965424,0.0002692384,0.002303639,0.00005699806,0.000006563074,0.0003992855,0.00002072424,0.00000545065,0.0003956574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02646963,"threshold_uncertainty_score":0.1399865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08224364313005617,"score_gpt":0.4247633259693728,"score_spread":0.3425196828393166,"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."}}