{"id":"W4411195628","doi":"10.5539/hes.v15n3p101","title":"Guidelines for Developing Graduate Programs in Educational Administration at Buddhist University","year":2025,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Thailand Science Research and Innovation","keywords":"Administration (probate law); Graduate students; Medical education; Higher education; Buddhism; Faculty development; Educational administration; Mathematics education; Psychology; Professional development; Pedagogy; Medicine; Political science; Geography","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":[0.03347474,0.0007066348,0.0004691694,0.00298694,0.002934779,0.003657918,0.0024902,0.00233048,0.003657771],"category_scores_gemma":[0.04119908,0.0004768966,0.0006234754,0.001751883,0.002026219,0.002366009,0.004676628,0.004265546,0.002767447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006053633,"about_ca_system_score_gemma":0.04995507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006449013,"about_ca_topic_score_gemma":0.01923231,"domain_scores_codex":[0.9704475,0.01601176,0.003555174,0.0007384513,0.00761755,0.001629563],"domain_scores_gemma":[0.9454446,0.01300042,0.003725983,0.003342065,0.02580956,0.008677392],"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":[0.00007741572,0.001802466,0.01374601,0.002688613,0.00002370097,0.0007721152,0.01596901,0.002669803,0.007644722,0.0332083,0.125204,0.7961939],"study_design_scores_gemma":[0.0001225457,0.000857944,0.0400993,0.007695618,0.00004405004,0.000960563,0.019976,0.001876059,0.006497713,0.01580478,0.905903,0.0001624039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1233485,0.01727252,0.3199199,0.1410888,0.005040883,0.03873985,0.001467822,0.004188579,0.3489331],"genre_scores_gemma":[0.1725468,0.008188914,0.756713,0.00852739,0.0003730517,0.009337671,0.001035887,0.0003089431,0.04296843],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03347474,"threshold_uncertainty_score":0.1770334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7494295836519465,"score_gpt":0.5627689800302762,"score_spread":0.1866606036216703,"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."}}