{"id":"W4409576483","doi":"10.61091/jcmcc127a-111","title":"Research on dynamic texture generation method of digital media art based on fractal geometry","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":"Fractal; Texture (cosmology); Geometry; Computer graphics (images); Computer science; Mathematics; Artificial intelligence; Mathematical analysis; Image (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":[0.000277635,0.0003793408,0.0003226681,0.001162554,0.0003009699,0.0008227206,0.0004350564,0.0002581878,0.002188034],"category_scores_gemma":[0.000890752,0.0001830124,0.0007010418,0.0008907914,0.0004589296,0.001322284,0.0003698264,0.000419312,0.0004564969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000416936,"about_ca_system_score_gemma":0.0002569783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180671,"about_ca_topic_score_gemma":0.0009534886,"domain_scores_codex":[0.9996961,0.0000387607,0.0000126039,0.00007034712,0.0001543111,0.00002780538],"domain_scores_gemma":[0.9996886,0.0001102358,0.00002656756,0.00006354782,0.00008903768,0.00002206188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001504719,0.00009350788,0.004121775,0.0003535973,0.00006596441,0.0002708079,0.0004284609,0.06748935,0.1627183,0.05521628,0.003083863,0.7060077],"study_design_scores_gemma":[0.00004632808,0.0001911769,0.004313809,0.00002786419,0.00007813708,0.000981359,0.0002424653,0.8543001,0.1007066,0.01865082,0.02039126,0.0000700902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06712029,0.0007110217,0.919268,0.0001610558,0.00009259512,0.00005991352,0.0000826921,0.0006122274,0.01189226],"genre_scores_gemma":[0.6934506,0.0010556,0.2968709,0.00008097768,0.00007471783,0.00007625236,0.0002858738,0.000173054,0.007931948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002188034,"threshold_uncertainty_score":0.007319689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155144600110909,"score_gpt":0.3545111099420684,"score_spread":0.3229596639409593,"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."}}