{"id":"W2060748034","doi":"10.1115/pvp2002-1283","title":"Contact Simulation in Finite Deformation — Algorithm and Modelling Issues","year":2002,"lang":"en","type":"article","venue":"","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Finite element method; Solver; Computer science; Crashworthiness; Interface (matter); Nonlinear system; Algorithm; Deformation (meteorology); Computational science; Mechanical engineering; Parallel computing; Structural engineering; Engineering; Programming language; Materials 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":[0.00003854215,0.00006263758,0.00006388857,0.00008638864,0.00004407329,0.00002551833,0.00001600377,0.00004136918,0.0001934759],"category_scores_gemma":[0.000006069876,0.0000609345,0.00001327627,0.00008246834,0.000003075191,0.0004776718,0.000002898078,0.00006527172,0.00005332123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000338247,"about_ca_system_score_gemma":7.098049e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008748633,"about_ca_topic_score_gemma":0.0000288624,"domain_scores_codex":[0.9996516,0.000007904767,0.0001457918,0.00005846699,0.00005280214,0.00008346711],"domain_scores_gemma":[0.9998248,0.00007152641,0.00001039404,0.00004988634,0.00002024885,0.00002309715],"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":[5.463626e-7,0.000006364193,0.0003894056,0.000005474609,0.000003133358,3.314402e-7,0.0008933676,0.9916069,0.00002926642,0.00005014817,0.00008081627,0.00693428],"study_design_scores_gemma":[0.0001078326,0.000008378724,0.0004796217,0.00001154888,0.000002305854,0.000001137998,0.0001865557,0.9955329,0.0001549391,0.0001429605,0.003299163,0.00007263385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1752165,0.0003443848,0.819667,0.00003369476,0.0001403616,0.00007230911,0.000002013466,0.0001771704,0.004346639],"genre_scores_gemma":[0.9927162,0.0005233808,0.006211607,0.0000105665,0.00002934307,0.000003308781,0.000004973414,0.000008432422,0.0004921787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8174998,"threshold_uncertainty_score":0.2484837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541387937466702,"score_gpt":0.2371774440853105,"score_spread":0.2117635647106435,"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."}}