{"id":"W2100447111","doi":"10.2514/1.2661","title":"Thermal Contact Resistance of Nonconforming Rough Surfaces, Part 1: Contact Mechanics Model","year":2004,"lang":"en","type":"article","venue":"Journal of Thermophysics and Heat Transfer","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact mechanics; Mechanics; Curvature; Thermal contact conductance; Materials science; Contact area; RADIUS; Range (aeronautics); Contact geometry; Thermal contact; Thermal; Physics; Heat transfer; Thermodynamics; Finite element method; Geometry; Mathematics; Thermal resistance; Composite material; Computer 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":[0.0001332273,0.000158525,0.0003408988,0.00004743557,0.00008284065,0.00002294621,0.00009846652,0.00007543556,0.00001909552],"category_scores_gemma":[0.000002738093,0.0001316081,0.0001719285,0.0000768235,0.00001313612,0.000418812,0.00000380597,0.0002537789,0.000001229016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000672771,"about_ca_system_score_gemma":0.00006420686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002645323,"about_ca_topic_score_gemma":0.0000412288,"domain_scores_codex":[0.9990925,0.00001354788,0.000455511,0.00007833943,0.0001934356,0.0001667258],"domain_scores_gemma":[0.9995984,0.0000458613,0.00002794442,0.000109924,0.0001355384,0.00008235715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001701508,0.0000848383,0.00004368658,0.00009191771,0.0002134203,0.000008677867,0.002305274,0.5348627,0.4508568,0.01094183,0.0000641076,0.0003565566],"study_design_scores_gemma":[0.01086857,0.00159573,0.003280498,0.00272222,0.0009273309,0.0001248105,0.002366059,0.2969045,0.6419883,0.03011772,0.007270147,0.001834133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325061,0.0008237591,0.06493498,0.00009141897,0.0003408171,0.00008072081,0.00002684069,0.00002030212,0.001175025],"genre_scores_gemma":[0.9979208,0.001451035,0.0004328778,0.00002730605,0.00009645422,0.000001268188,0.000001218606,0.00002874225,0.0000402763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2379582,"threshold_uncertainty_score":0.5366824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340514942029781,"score_gpt":0.2145697765089852,"score_spread":0.2011646270886874,"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."}}