{"id":"W4402752988","doi":"10.5539/jel.v14n1p227","title":"The Supervision Model to Promote Curriculum Administration Emphasizes Learner Competency of Schools under the Office of Primary Educational Service Area","year":2024,"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":"","keywords":"Curriculum; Psychology; Service (business); Mathematics education; Pedagogy; Administration (probate law); School administration; Competence (human resources); Medical education; Medicine; Political science; Business","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":[0.006334982,0.0003145021,0.000241016,0.0008596465,0.00113966,0.001430313,0.0008457977,0.0005298354,0.001175815],"category_scores_gemma":[0.00768018,0.0002143444,0.0004221433,0.0003546588,0.00151564,0.001404741,0.001870851,0.001064426,0.0003627344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755386,"about_ca_system_score_gemma":0.01716729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00485339,"about_ca_topic_score_gemma":0.01178867,"domain_scores_codex":[0.993275,0.003333972,0.0002608451,0.000406995,0.002347016,0.0003760927],"domain_scores_gemma":[0.9944726,0.001365816,0.001067148,0.0004883467,0.001606338,0.0009997118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000209445,0.003215761,0.1266918,0.001401006,0.00007811912,0.0002735936,0.02534706,0.005630496,0.01181861,0.04954969,0.01434022,0.7614442],"study_design_scores_gemma":[0.0009777622,0.01490893,0.4624857,0.004932707,0.0004047823,0.004020529,0.03851319,0.08773813,0.03689098,0.04117541,0.3074767,0.0004751763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5463745,0.0008951998,0.3034335,0.01254388,0.0003328025,0.005015181,0.0001641212,0.001011009,0.1302298],"genre_scores_gemma":[0.8309748,0.000459299,0.1575872,0.0007099258,0.00004530084,0.001270672,0.00008031577,0.00002885657,0.008843714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006334982,"threshold_uncertainty_score":0.03350294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592808309673717,"score_gpt":0.3455857165294507,"score_spread":0.2996576334327136,"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."}}