{"id":"W7084270927","doi":"","title":"Holomorphic Mappings for Integrated Garment and Motif Design","year":2025,"lang":"en","type":"article","venue":"TU/e Research Portal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Holomorphic function; Continuation; Motif (music); Harmonic function; Algebra over a field","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004440884,0.0006162,0.0003376794,0.0007475897,0.0004728758,0.001207462,0.0006729327,0.0006901773,0.006038425],"category_scores_gemma":[0.001102201,0.0002953015,0.0005026749,0.0003855176,0.001053359,0.001151574,0.001299355,0.0007491322,0.001186776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005831867,"about_ca_system_score_gemma":0.0003027568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002781601,"about_ca_topic_score_gemma":0.0003044719,"domain_scores_codex":[0.999755,0.00005565503,0.00001405759,0.00005375864,0.00009530379,0.00002622117],"domain_scores_gemma":[0.9997959,0.00006641541,0.00002616344,0.00005683835,0.00003411315,0.00002065814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004648442,0.00004644968,0.0003330332,0.000105996,0.0000156582,0.0001833384,0.0002414746,0.0601418,0.03205963,0.7965814,0.001542077,0.1087027],"study_design_scores_gemma":[0.00003323675,0.0001666156,0.0003477441,0.00005529427,0.00001796756,0.000478769,0.0001364211,0.4541416,0.02232061,0.4641916,0.0580759,0.00003437211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0178845,0.0001813183,0.9701247,0.00009325273,0.00004116986,0.00002843773,0.00002199144,0.0002555404,0.01136912],"genre_scores_gemma":[0.4007259,0.0005122363,0.5806798,0.00009808091,0.00004701609,0.0001504351,0.00008990621,0.0003031172,0.01739346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006038425,"threshold_uncertainty_score":0.02020055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08868368795555029,"score_gpt":0.3512278801688039,"score_spread":0.2625441922132535,"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."}}