{"id":"W2794816985","doi":"10.1145/3197517.3201288","title":"P2P-NET","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transformation (genetics); Point (geometry); Set (abstract data type); Transformation geometry; Geometric transformation; Similarity (geometry); Displacement (psychology); Consistency (knowledge bases)","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":[0.0005534049,0.001664953,0.0009263883,0.0005874044,0.0006630825,0.002070903,0.004390156,0.002091981,0.04178807],"category_scores_gemma":[0.002409396,0.0006586968,0.0008668533,0.0008889676,0.0006137771,0.002909117,0.002579146,0.002541229,0.01522265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120467,"about_ca_system_score_gemma":0.001819187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007026861,"about_ca_topic_score_gemma":0.01303434,"domain_scores_codex":[0.9995946,0.00005242505,0.0000200429,0.0001332129,0.0001254495,0.00007424488],"domain_scores_gemma":[0.9996117,0.0001001298,0.00002181287,0.0001103596,0.0001077162,0.00004832635],"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":[0.0007199447,0.0003459159,0.001021233,0.0007494716,0.0001814376,0.0005124938,0.00006658352,0.2857302,0.0055188,0.04684962,0.299965,0.3583393],"study_design_scores_gemma":[0.00008705136,0.0000796761,0.0001183926,0.00003104007,0.00002367255,0.0001451676,0.00002059131,0.9067568,0.003564723,0.04062103,0.04853052,0.00002139198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01485553,0.002147458,0.8453321,0.002542658,0.0009658636,0.0006163852,0.009492769,0.05730806,0.0667391],"genre_scores_gemma":[0.2837693,0.002523556,0.5967176,0.002916113,0.0003013295,0.00164025,0.03288765,0.005935777,0.07330835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04178807,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723547953580985,"score_gpt":0.2301282426272958,"score_spread":0.2128927630914859,"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."}}