{"id":"W4200015218","doi":"10.1145/3478513.3480503","title":"TM-NET","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Youth Innovation Promotion Association; Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Texture synthesis; Polygon mesh; Computer science; Texture atlas; Texture compression; Artificial intelligence; Texture mapping; Texture filtering; Computer vision; Algorithm; Pattern recognition (psychology); Geometry; Image texture; Computer graphics (images); Mathematics; Image (mathematics); Image processing","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":[0.0003224353,0.001036953,0.0006408616,0.0005647318,0.0004328505,0.001585098,0.002809923,0.001134715,0.02949901],"category_scores_gemma":[0.001411241,0.0005245341,0.001253626,0.0005256056,0.0005237372,0.001918246,0.001820256,0.001559557,0.008613988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029388,"about_ca_system_score_gemma":0.001014761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004716657,"about_ca_topic_score_gemma":0.01141922,"domain_scores_codex":[0.9997709,0.00002787847,0.00001168821,0.00008295428,0.00007077041,0.00003577656],"domain_scores_gemma":[0.999752,0.0000708482,0.00001553676,0.00007866668,0.00005140238,0.00003168108],"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":[0.0004090487,0.0002014147,0.001768585,0.0005618636,0.0001830375,0.0004373748,0.0001119725,0.4249245,0.01142525,0.09060644,0.1010553,0.3683152],"study_design_scores_gemma":[0.00002683858,0.00004223715,0.0001066948,0.00002638535,0.00001944951,0.00008027466,0.0000125134,0.9350192,0.003012813,0.03509077,0.02654976,0.00001302296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01135888,0.0007901095,0.9158989,0.0007190092,0.0004417388,0.0001887732,0.005051045,0.0306795,0.03487205],"genre_scores_gemma":[0.2888363,0.001370114,0.6190162,0.001658469,0.0002187052,0.0008892075,0.02577282,0.005127309,0.05711077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02949901,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662076996900281,"score_gpt":0.220658054424427,"score_spread":0.2040372844554242,"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."}}