{"id":"W2015973708","doi":"10.1145/2451236.2451240","title":"A practical microcylinder appearance model for cloth rendering","year":2013,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Diego; McGill University","keywords":"Bidirectional reflectance distribution function; Gamut; Computer science; Rendering (computer graphics); Shading; Computer graphics (images); Thread (computing); Scattering; Tangent; Reflectivity; Artificial intelligence; Computer vision; Optics; Geometry; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002558354,0.0006296983,0.0004272945,0.0003279827,0.0002925734,0.0009030772,0.00110086,0.0008955197,0.003711091],"category_scores_gemma":[0.0009465011,0.0004857539,0.000937007,0.0002522351,0.000397468,0.0007735674,0.000739948,0.0008768999,0.001155355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007417013,"about_ca_system_score_gemma":0.0006426831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268295,"about_ca_topic_score_gemma":0.003210726,"domain_scores_codex":[0.9997488,0.00003695829,0.000009961487,0.00004718237,0.0001330715,0.0000239256],"domain_scores_gemma":[0.9997782,0.0000624466,0.0000185332,0.00004274145,0.00007634856,0.00002158603],"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":[0.00007901711,0.00004771092,0.000638505,0.00007524178,0.00001852726,0.0001937224,0.0001391962,0.9090766,0.03107083,0.01921454,0.002193863,0.03725224],"study_design_scores_gemma":[0.000003539483,0.000007014502,0.00004590518,0.00000215494,0.000001483872,0.00003205221,0.000003580161,0.9966916,0.001268763,0.0006980392,0.001242096,0.000003790155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01119265,0.00006593383,0.9832568,0.0001103389,0.00004155548,0.00004066829,0.0001047238,0.0008815621,0.004305866],"genre_scores_gemma":[0.5741089,0.0003520577,0.4066982,0.0001948524,0.00005546392,0.0001944858,0.0005196132,0.0009538023,0.01692272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004268295,"threshold_uncertainty_score":0.01241487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794635421927187,"score_gpt":0.3358958212401126,"score_spread":0.2679494670208407,"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."}}