{"id":"W4395090437","doi":"10.5430/wje.v14n1p96","title":"The Contemporary Transmission Methods and Education of Chinese Jinghe Opera to Address Current Challenges in Hubei Province","year":2024,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Psychology; Transmission (telecommunications); Current (fluid); Mathematics education; Telecommunications; Computer science","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":[0.001409494,0.00006241914,0.0001273035,0.0001663513,0.000133082,0.00004324491,0.0001150675,0.00002034489,0.000005683243],"category_scores_gemma":[0.000274808,0.00003658391,0.00003668538,0.0003033246,0.0000699942,0.0002155659,0.00001099577,0.0001560269,5.453115e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964312,"about_ca_system_score_gemma":0.00175167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006240112,"about_ca_topic_score_gemma":0.0007589905,"domain_scores_codex":[0.9991199,0.0002657664,0.0002709379,0.00008840457,0.0001705847,0.00008444302],"domain_scores_gemma":[0.9993447,0.0002536733,0.000108221,0.00005313072,0.0001555941,0.00008468161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001422185,0.00009378591,0.0008720438,0.00007105144,0.000009227767,2.17432e-7,0.09170866,4.883713e-7,0.0002003666,0.004115889,0.004708142,0.8982059],"study_design_scores_gemma":[0.00006855526,0.00004017463,0.01884084,0.000935816,0.00001509369,0.00000229087,0.04004914,0.000002388161,0.0001096367,0.003544408,0.9363291,0.0000625253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06483257,0.7991943,0.0002307527,0.08844052,0.00592274,0.0005932472,9.461051e-7,0.00001029346,0.04077465],"genre_scores_gemma":[0.9705963,0.02471042,0.001738373,0.00005479722,0.0008220395,0.00002064906,6.058322e-7,0.000005597887,0.002051295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.931621,"threshold_uncertainty_score":0.3107387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06324998405114535,"score_gpt":0.4537843190354743,"score_spread":0.390534334984329,"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."}}