{"id":"W4410327983","doi":"10.5539/jel.v14n5p174","title":"Program to Enhance Innovative Leadership of Principals of Primary School: Analysis of Chinese HS Area Primary School","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Psychology; Mathematics education; Pedagogy; Instructional leadership; School administration; Educational leadership; Primary (astronomy); 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":[0.00101418,0.000254617,0.0002211621,0.001957169,0.0008830114,0.0003739059,0.0002490387,0.0001671031,0.002818738],"category_scores_gemma":[0.001970202,0.0002286196,0.0005144018,0.001558923,0.0002364722,0.0003954336,0.0005442576,0.0002413508,0.0002330712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563399,"about_ca_system_score_gemma":0.004141271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902115,"about_ca_topic_score_gemma":0.02662585,"domain_scores_codex":[0.9993169,0.0001168375,0.00005093119,0.0001009355,0.0002353002,0.0001790075],"domain_scores_gemma":[0.9988985,0.0001673721,0.0001212262,0.00005025737,0.0004626053,0.0003000488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002033841,0.001642874,0.8130763,0.0005705322,0.00004795726,0.0004693427,0.01301346,0.0006747172,0.003506785,0.0004465096,0.002386623,0.1639616],"study_design_scores_gemma":[0.00001320828,0.0002922269,0.9923624,0.00001930114,0.00002706197,0.00004136935,0.004967803,0.0004824274,0.0005403281,0.00004597144,0.001200426,0.000007445968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974418,0.00005040395,0.0004304046,0.00006878524,0.00000711406,0.0001828173,0.0001415089,0.00001889629,0.001658186],"genre_scores_gemma":[0.9956374,0.0001548439,0.0012063,0.00003280264,0.00001193069,0.0002529731,0.000555544,0.000005957841,0.002142168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01902115,"threshold_uncertainty_score":0.03782088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606688621944344,"score_gpt":0.4091947840719948,"score_spread":0.3731278978525513,"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."}}