{"id":"W4393277467","doi":"10.5539/ies.v17n2p52","title":"Lusheng’s Preservation and Transmission of Knowledge in Qiandongnan Miao and Dong Autonomous Prefecture, Guizhou Province, China","year":2024,"lang":"en","type":"article","venue":"International Education Studies","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"China; Geography; Transmission (telecommunications); Traditional medicine; Socioeconomics; Sociology; Medicine; Computer science; Archaeology","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":[0.0004895698,0.0001724761,0.0001587465,0.001063236,0.004062467,0.001012933,0.0004735603,0.0002343221,0.001800035],"category_scores_gemma":[0.0005674739,0.0001334357,0.0001331763,0.002170318,0.002315061,0.000687287,0.001334557,0.0003138572,0.00004968501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004250904,"about_ca_system_score_gemma":0.004099096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09581291,"about_ca_topic_score_gemma":0.2446564,"domain_scores_codex":[0.9997154,0.00006442138,0.00002000045,0.00004073893,0.00004993785,0.0001095219],"domain_scores_gemma":[0.9997775,0.00006282562,0.00004591287,0.00002052432,0.00002579229,0.00006755265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001688422,0.00007597465,0.2533204,0.0003076872,0.00007521753,0.004310088,0.5806799,0.0007419839,0.007254629,0.03508675,0.002155544,0.115823],"study_design_scores_gemma":[0.00001523035,0.00010463,0.7802012,0.0001059723,0.00005456517,0.000566156,0.1644625,0.0007734509,0.000900459,0.002917817,0.04985957,0.0000383925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922456,0.0003253798,0.000150981,0.0004044614,0.000004546763,0.000007068224,0.00001989065,0.00000360747,0.00683847],"genre_scores_gemma":[0.9979686,0.0001452588,0.0001003946,0.00002024804,0.000002104886,0.000003835522,0.00001953416,8.948299e-7,0.001739053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09581291,"threshold_uncertainty_score":0.1905105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216665646849626,"score_gpt":0.3800103402683255,"score_spread":0.3378436837998293,"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."}}