{"id":"W4401762943","doi":"10.5430/jct.v13n4p247","title":"Innovative of Cultural Education Learning Management through Traditional Invention of Lanterns to Promote Sustainability Citizenship of Secondary School Students in Cultural World Heritage Area, Hoi an, Viet Nam","year":2024,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Citizenship; Sustainability; Cultural heritage; Nonprobability sampling; Cultural sustainability; Sociology; Cultural identity; Public relations; Social science; Political science; Politics; Ecology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644609,0.00008120632,0.0001935133,0.0001841934,0.0001086082,0.00007668848,0.0001480004,0.00003516131,0.00004500003],"category_scores_gemma":[0.0003307223,0.00006479847,0.00006228657,0.0002850775,0.00007063978,0.0010228,0.0000326538,0.0004609585,1.73772e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168864,"about_ca_system_score_gemma":0.000227854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004203002,"about_ca_topic_score_gemma":0.0003072791,"domain_scores_codex":[0.9984841,0.0003469033,0.0004890577,0.0001207078,0.0004503982,0.0001088642],"domain_scores_gemma":[0.9989223,0.00008312119,0.0004091103,0.000042588,0.000481451,0.00006141951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001379228,0.002831317,0.3469734,0.001962468,0.0004296209,0.00001900299,0.2937092,0.0001716318,0.0008985985,0.3167675,0.001780832,0.03431854],"study_design_scores_gemma":[0.000382368,0.0003730447,0.2134098,0.001904929,0.00006200831,0.00001312261,0.7502162,0.0000430373,0.00006139505,0.02971348,0.003672882,0.0001476859],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909208,0.000681481,0.00002704875,0.001939511,0.0002832036,0.0001935376,0.000004555048,0.000004782808,0.00594507],"genre_scores_gemma":[0.9985225,0.0001551938,0.0007649893,0.00002597782,0.0001711521,0.000005844523,0.000008927617,0.000004173227,0.0003413106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565071,"threshold_uncertainty_score":0.2642405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04662294371388588,"score_gpt":0.4069439080357757,"score_spread":0.3603209643218898,"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."}}