{"id":"W2048999141","doi":"10.1016/s0924-0136(02)00430-2","title":"Carbon to cast iron electrical contact resistance constitutive model for finite element analysis","year":2002,"lang":"en","type":"article","venue":"Journal of Materials Processing Technology","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alcoa (Canada); Université Laval","funders":"McGill University","keywords":"Finite element method; Constitutive equation; Contact resistance; Materials science; Electrical contacts; Spot welding; Joule heating; Composite material; Mechanical engineering; Metallurgy; Welding; Structural engineering; Mechanics; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000156215,0.000419388,0.0004834939,0.0005064664,0.0004219623,0.0004654885,0.001226408,0.001568947,0.00449304],"category_scores_gemma":[0.0006134187,0.0003027776,0.000361109,0.0004512375,0.0003396748,0.000409211,0.0002789228,0.0006426543,0.0008788816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466573,"about_ca_system_score_gemma":0.0008564052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009982289,"about_ca_topic_score_gemma":0.0170297,"domain_scores_codex":[0.9998649,0.00002315861,0.000004869247,0.000019368,0.00007599928,0.00001157597],"domain_scores_gemma":[0.9998153,0.0000635686,0.00001770117,0.00002713411,0.00006670145,0.000009580177],"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":[0.00003462305,0.00009358874,0.0002645312,0.0001096828,0.00001412377,0.000181789,0.00004441043,0.9449188,0.01919045,0.01398456,0.002108156,0.01905532],"study_design_scores_gemma":[0.000004574465,0.00001092583,0.0001398909,0.000005000931,0.000003143292,0.00002290171,0.000007394887,0.995946,0.001505448,0.0005393598,0.00181206,0.00000335465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06628203,0.0006675909,0.8805536,0.0003829958,0.0001810456,0.0002683704,0.0009372472,0.001339505,0.04938757],"genre_scores_gemma":[0.8272699,0.0007134725,0.1070959,0.0001797325,0.00006624693,0.0004818028,0.0009766681,0.0003267622,0.0628895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009982289,"threshold_uncertainty_score":0.01984835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919725381886646,"score_gpt":0.2432626054279317,"score_spread":0.2240653516090653,"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."}}