{"id":"W4413156994","doi":"10.1109/cvpr52734.2025.00615","title":"ArcPro: Architectural Programs for Structured 3D Abstraction of Sparse Points","year":2025,"lang":"en","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Guelph","funders":"Shenzhen University","keywords":"Computer science; Abstraction; Programming language; Software engineering; Theoretical computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001067535,0.0000709794,0.00009461275,0.00007753109,0.00006543061,0.00003726665,0.0003936349,0.00003945647,0.000007002813],"category_scores_gemma":[0.00002107138,0.00005931102,0.00005396243,0.0002736534,0.00004916052,0.00009868754,0.00007654329,0.00006434964,0.000003693576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002572713,"about_ca_system_score_gemma":0.00005210445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006977614,"about_ca_topic_score_gemma":0.00009575045,"domain_scores_codex":[0.9993183,0.00001367104,0.0002003808,0.0002203352,0.0001070126,0.0001402814],"domain_scores_gemma":[0.9993505,0.00005891273,0.00008261845,0.0003981659,0.00007955092,0.00003019614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001671265,0.0001153442,0.0002062651,0.0000713222,0.00004588267,1.877821e-7,0.0001772489,0.0004993826,0.005239691,0.2491306,0.0009153224,0.7435821],"study_design_scores_gemma":[0.002148336,0.0002545187,0.05191213,0.0001096606,0.00006557691,0.00002875526,0.0001697025,0.348041,0.1625695,0.4103364,0.02385238,0.0005119866],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01414786,0.000009410537,0.9797389,0.002196449,0.0001203992,0.0007072606,0.000004355405,0.0001283145,0.00294705],"genre_scores_gemma":[0.7723072,5.308457e-7,0.2268588,0.0001092935,0.0000134202,0.000117396,0.00001338463,0.00000279256,0.0005772132],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7581593,"threshold_uncertainty_score":0.2418633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033505738865632,"score_gpt":0.2908051054442708,"score_spread":0.2704700480556145,"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."}}