{"id":"W2989341556","doi":"10.1145/3355089.3356527","title":"StructureNet","year":2019,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":235,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Interpolation (computer graphics); Artificial intelligence; Hierarchy; Point cloud; Theoretical computer science; Shape analysis (program analysis); Image (mathematics)","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":[0.00003287453,0.00009313001,0.00009574259,0.000159357,0.0000450826,0.00001651353,0.0001435031,0.00006996347,0.000272115],"category_scores_gemma":[0.000001732898,0.00008979759,0.0001048609,0.0002910334,0.00001027286,0.00004637916,7.575276e-7,0.0002027616,0.0001287742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023894,"about_ca_system_score_gemma":0.000003609426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000070524,"about_ca_topic_score_gemma":0.0000219744,"domain_scores_codex":[0.9995592,0.000006428394,0.00009405629,0.0001089901,0.0001080415,0.0001233346],"domain_scores_gemma":[0.9995211,0.00002856626,0.000006589598,0.0003870777,0.00001643839,0.00004018723],"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":[0.000003073978,0.000015239,0.0001876334,0.00002319062,0.000121241,8.108256e-7,0.00007883194,0.9798203,0.000772892,0.0001942019,0.0001299908,0.01865258],"study_design_scores_gemma":[0.0007250966,0.0001062095,0.00155136,0.00005453109,0.0002034888,0.00000925487,0.0001306155,0.9668147,0.00869969,0.01528123,0.005688865,0.0007349718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4833741,0.000131315,0.5138338,0.00016269,0.0004893731,0.0000698578,0.00002689326,0.0005017509,0.00141024],"genre_scores_gemma":[0.9984375,0.0001646551,0.001073655,0.0001056618,0.00001577011,0.000003978633,0.000005514904,0.00002059563,0.0001726324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5150635,"threshold_uncertainty_score":0.366184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008597729660401326,"score_gpt":0.2010007527618578,"score_spread":0.1924030231014565,"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."}}