{"id":"W2212942190","doi":"","title":"The Application Research of Liangshan Yi Nationality Lacquer Design Language in Modern Product Design","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lacquer; Nationality; Style (visual arts); Product (mathematics); Ethnic group; Charm (quantum number); Aesthetics; Art; Product design; Visual arts; History; Sociology; Anthropology; Materials science; Archaeology; Nanotechnology; Physics; Mathematics","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":[0.001337123,0.0002720677,0.0001300782,0.0006188788,0.0007670533,0.00148717,0.0004016399,0.0003914086,0.004716923],"category_scores_gemma":[0.001499795,0.0001426988,0.0002948767,0.0007329865,0.001023719,0.00205186,0.0005925376,0.000428913,0.0003982402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002648055,"about_ca_system_score_gemma":0.002887889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087314,"about_ca_topic_score_gemma":0.01637995,"domain_scores_codex":[0.9994302,0.000221201,0.00002708027,0.00006924876,0.0002099841,0.00004230106],"domain_scores_gemma":[0.9993975,0.0001752084,0.00005483185,0.00004638233,0.0002927414,0.00003332533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001913812,0.0002279474,0.009929093,0.001288517,0.00003903119,0.0008744691,0.0219999,0.007441506,0.06643178,0.4600925,0.0129353,0.4185484],"study_design_scores_gemma":[0.00009386941,0.001003663,0.01447556,0.0005975048,0.0001920932,0.002263011,0.03019124,0.0621228,0.06439482,0.05590316,0.7685513,0.0002110876],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4683487,0.006547831,0.1324271,0.005004776,0.0002356792,0.0002688952,0.000114515,0.0004169587,0.3866355],"genre_scores_gemma":[0.837854,0.003096549,0.08997463,0.0004186617,0.00002693579,0.0001055555,0.00008559685,0.00007910959,0.06835894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087314,"threshold_uncertainty_score":0.02161968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1845194439651133,"score_gpt":0.4025841858415647,"score_spread":0.2180647418764514,"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."}}