{"id":"W4211264908","doi":"10.1145/2010324.1964968","title":"Sparse meshless models of complex deformable solids","year":2011,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Seventh Framework Programme; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Agence Nationale de la Recherche","keywords":"Subspace topology; Computer science; Deformation (meteorology); Frame (networking); Basis function; Algorithm; Mathematics; Artificial intelligence; Mathematical analysis; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008588412,0.0001326238,0.0001959049,0.0002640466,0.00008371093,0.0000072121,0.0002406779,0.00008525232,0.0001119865],"category_scores_gemma":[0.000001802941,0.0001307052,0.000181091,0.0003923589,0.0000482264,0.0001425843,0.000002407067,0.0001886313,0.00001199637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211429,"about_ca_system_score_gemma":0.000007891546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028048,"about_ca_topic_score_gemma":0.00009072416,"domain_scores_codex":[0.9992989,0.00001167237,0.0002359293,0.000117488,0.0001457374,0.0001902545],"domain_scores_gemma":[0.9993685,0.00002141614,0.00002343122,0.0004649236,0.00005676146,0.00006500589],"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":[0.00001147008,0.0001015725,0.00002458934,0.00005027097,0.0001995212,0.000001373046,0.0007396401,0.9925548,0.0003964447,0.0009850974,0.00006240028,0.004872824],"study_design_scores_gemma":[0.0001901495,0.00003311958,0.00006334347,0.00002351949,0.0001208859,0.000002620327,0.0001111841,0.9806589,0.005241041,0.01333307,0.00005773602,0.0001644423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05990338,0.00006305769,0.9362301,0.00002310183,0.00008463104,0.00004836183,0.00003541234,0.0002039112,0.003408031],"genre_scores_gemma":[0.9920391,0.0004167633,0.00740238,0.00004444233,0.000007629968,0.00001040544,0.000006342873,0.00002715523,0.00004576585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9321358,"threshold_uncertainty_score":0.5330002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09077640184292463,"score_gpt":0.2364210205947809,"score_spread":0.1456446187518562,"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."}}