{"id":"W4387753434","doi":"10.1002/cav.2222","title":"Editorial Issue 34.5","year":2023,"lang":"en","type":"article","venue":"Computer Animation and Virtual Worlds","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Boundary (topology); Point cloud; Flow (mathematics); Resolution (logic); Feature (linguistics); Point (geometry); Object (grammar); Algorithm; Signed distance function; Artificial intelligence; Geometry; Mathematics; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008898871,0.00007531339,0.00009375763,0.0001181747,0.00005860967,0.00008166094,0.00005076561,0.00004056518,0.00004866535],"category_scores_gemma":[0.000003471012,0.00007422572,0.00003036734,0.0002640301,0.000009462406,0.00007965566,0.00002660976,0.00006982317,0.0004081049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001040634,"about_ca_system_score_gemma":0.000002844022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002239739,"about_ca_topic_score_gemma":0.000001745597,"domain_scores_codex":[0.9995634,0.000009486401,0.0001124731,0.00009844359,0.0001087341,0.0001074601],"domain_scores_gemma":[0.9998251,0.00002553184,0.000008485618,0.00007105376,0.00002211878,0.00004768087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002375729,0.000005561431,0.00004651147,0.00001901324,0.00002872049,0.000001031614,0.000401284,0.09137575,0.0003431574,0.0005122852,0.8537647,0.05349962],"study_design_scores_gemma":[0.0001234785,0.00001924232,0.0002211033,0.00001012798,0.000007320763,4.000045e-7,0.00002416485,0.8959753,0.00003483363,0.00008411541,0.1034118,0.00008815177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1458719,0.000172505,0.7624758,0.0005926921,0.08237348,0.0001428986,0.00001712335,0.00348167,0.00487192],"genre_scores_gemma":[0.9629206,0.00006053408,0.0006297683,0.00007651662,0.03520299,0.000004153353,0.00003964886,0.00001700732,0.001048761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8170487,"threshold_uncertainty_score":0.5245499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013587920743712,"score_gpt":0.2316252018776527,"score_spread":0.2214893226702156,"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."}}