{"id":"W4409787735","doi":"10.61091/jcmcc127a-522","title":"Research on the Innovation of Rattan Weaving Art Design Form and Inheritance of Cultural Symbols of Maonan Flower Bamboo Hat Based on Complex Geometry and AI Algorithm","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weaving; Rattan; Inheritance (genetic algorithm); Bamboo; Fashion design; Geometry; Mathematics; Algorithm; Engineering; Geography; Botany; Archaeology; Mechanical engineering; Materials science; Composite material","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":[0.000542334,0.0003226259,0.0002140836,0.001017607,0.0005050301,0.001167884,0.0005092953,0.0002890887,0.001971895],"category_scores_gemma":[0.0008774683,0.0001603579,0.0005697362,0.0009537897,0.000865094,0.001661622,0.0004356204,0.0003174368,0.0001665769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008926254,"about_ca_system_score_gemma":0.0008569775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492645,"about_ca_topic_score_gemma":0.003778751,"domain_scores_codex":[0.9996148,0.00008014095,0.00002341209,0.00007612127,0.0001687011,0.0000367378],"domain_scores_gemma":[0.9996885,0.0001019645,0.0000328847,0.00004442521,0.0001032265,0.00002898287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001013925,0.0001069805,0.02544879,0.00115625,0.0001101047,0.0008509284,0.006449837,0.02513183,0.06430884,0.2648763,0.002209593,0.6092492],"study_design_scores_gemma":[0.0001025116,0.0009261233,0.1092284,0.000718156,0.0005886051,0.004783939,0.009417552,0.4191471,0.07062697,0.1245869,0.2596053,0.0002684325],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5990848,0.005571899,0.3022586,0.0009233239,0.0001468545,0.000184323,0.00006776708,0.0002378913,0.09152459],"genre_scores_gemma":[0.9031861,0.003013178,0.0806767,0.0000587116,0.00002836131,0.00006746047,0.00005027591,0.00002778197,0.01289136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003492645,"threshold_uncertainty_score":0.006944656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05978203151824015,"score_gpt":0.3478609742005904,"score_spread":0.2880789426823503,"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."}}