{"id":"W4417125875","doi":"10.1145/3757377.3763814","title":"AutoBrep : Autoregressive B-Rep Generation with Unified Topology and Geometry","year":2025,"lang":"","type":"article","venue":"","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Topology (electrical circuits); Adjacency list; Representation (politics); Boundary representation; Boundary (topology); Tree traversal; Inference; Scalability; Solid modeling","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":[0.0007401116,0.00118629,0.0008261593,0.0009731659,0.0004198616,0.001273585,0.003153617,0.001269098,0.01205968],"category_scores_gemma":[0.003272399,0.0008435079,0.001647375,0.0008990386,0.0006338554,0.001506299,0.001921743,0.001576241,0.006277611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921345,"about_ca_system_score_gemma":0.0008966513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004546479,"about_ca_topic_score_gemma":0.007146604,"domain_scores_codex":[0.9994892,0.00006840707,0.00002528676,0.0001427309,0.0002232224,0.00005117207],"domain_scores_gemma":[0.9991102,0.0003114824,0.00007217887,0.0002985555,0.0001647293,0.00004294537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005078182,0.0002134062,0.002313704,0.0004723214,0.0001570595,0.0006295634,0.0002835476,0.3906575,0.03424021,0.03465464,0.0530546,0.4828157],"study_design_scores_gemma":[0.00003429043,0.00004226884,0.0001327586,0.00001218878,0.00001397353,0.0001250519,0.00002048997,0.9759945,0.007719561,0.008469067,0.007418561,0.00001733018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00547746,0.0001544731,0.9691311,0.0001124224,0.0000783029,0.00009520844,0.0010622,0.02202719,0.001861737],"genre_scores_gemma":[0.1553672,0.0002755883,0.8246791,0.0003460458,0.00005816901,0.0004250206,0.008560981,0.005447353,0.004840547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01205968,"threshold_uncertainty_score":0.0403437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970324213120826,"score_gpt":0.2293317957797318,"score_spread":0.2196285536485236,"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."}}