{"id":"W3164135934","doi":"10.1002/cav.2007","title":"Single‐view procedural braided hair modeling through braid unit identification","year":2021,"lang":"en","type":"article","venue":"Computer Animation and Virtual Worlds","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; University of Ottawa","funders":"","keywords":"Braid; Computer science; Silhouette; Convolutional neural network; Artificial intelligence; Computer vision; Pattern recognition (psychology); Materials science","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":[0.0002631932,0.0006101484,0.000463243,0.0006919469,0.0002450569,0.0009035433,0.0009759208,0.0005361745,0.003487944],"category_scores_gemma":[0.0006437319,0.0004922129,0.0009535358,0.0003013429,0.00051256,0.000719688,0.001036195,0.0007207625,0.001087723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346279,"about_ca_system_score_gemma":0.0005574152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567676,"about_ca_topic_score_gemma":0.003086713,"domain_scores_codex":[0.9997571,0.0000213353,0.000007774194,0.00005807754,0.0001261952,0.00002946681],"domain_scores_gemma":[0.9996786,0.00007238335,0.00003824756,0.0001103016,0.00006886557,0.00003159102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001982631,0.00009451274,0.002377547,0.0002843317,0.0001158098,0.0005136427,0.0004750983,0.3864175,0.2173057,0.01381311,0.006359659,0.3720449],"study_design_scores_gemma":[0.000008707361,0.00005140179,0.0007021442,0.00002297364,0.00001331018,0.0002576291,0.00004758801,0.9600273,0.02834268,0.00401587,0.006485182,0.00002529266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02100914,0.00008994191,0.9749083,0.00004474015,0.0000333526,0.00006298767,0.0001157739,0.001607066,0.002128742],"genre_scores_gemma":[0.4629702,0.0002888469,0.5308167,0.00009586141,0.00003353174,0.0001202328,0.0005471059,0.0007314945,0.004396044],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003487944,"threshold_uncertainty_score":0.01166832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087185469246697,"score_gpt":0.3082002954742549,"score_spread":0.257328440781788,"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."}}