{"id":"W2783095894","doi":"10.1145/3158353","title":"Appearance Modeling via Proxy-to-Image Alignment","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Science and Technology Planning Project of Guangdong Province; National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Computer science; Computer vision; Artificial intelligence; Object (grammar); Computer graphics (images); Geometric modeling; Nonparametric statistics; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006050239,0.0008579991,0.0008883131,0.0007171073,0.0002949439,0.001435585,0.001610002,0.001156829,0.002138832],"category_scores_gemma":[0.002726345,0.0007329922,0.001167959,0.0009218134,0.000871749,0.001369094,0.001914208,0.001579887,0.001996679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564934,"about_ca_system_score_gemma":0.0005949524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841618,"about_ca_topic_score_gemma":0.001982112,"domain_scores_codex":[0.9991861,0.0001885035,0.00003484733,0.000224613,0.0003003955,0.00006543422],"domain_scores_gemma":[0.999193,0.0001662,0.0001243549,0.0003598067,0.0001106061,0.00004593874],"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":[0.0001328558,0.00008350935,0.001210619,0.000118591,0.00006538218,0.0002265152,0.0002181982,0.7430028,0.04382081,0.02275538,0.00266274,0.1857026],"study_design_scores_gemma":[0.000003209984,0.00001357226,0.0001411373,0.000003425163,0.000004124867,0.00005532649,0.00001103365,0.9911576,0.004338545,0.002853227,0.001409719,0.000009048803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002874309,0.00002940409,0.9962032,0.00001770805,0.00000869865,0.00001099546,0.0000219506,0.0005335094,0.0003000977],"genre_scores_gemma":[0.3115178,0.000360815,0.6818519,0.00009867948,0.00005132946,0.0001448298,0.0006065745,0.0009412224,0.004426909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002138832,"threshold_uncertainty_score":0.007155061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597436383135177,"score_gpt":0.2375277390361738,"score_spread":0.221553375204822,"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."}}