{"id":"W4385805670","doi":"10.1115/1.862tsc_ch11","title":"Conforming Rough Surface Models","year":2023,"lang":"en","type":"book-chapter","venue":"ASME eBooks","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Materials science; Thermal contact conductance; Joint (building); Conductance; Rough surface; Contact resistance; Composite material; Surface (topology); Thermal; Thermal resistance; Structural engineering; Condensed matter physics; Engineering; Thermodynamics; Mathematics; Physics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003234485,0.0008423998,0.0008423249,0.000863607,0.0005285887,0.001474538,0.001503224,0.001446618,0.01052563],"category_scores_gemma":[0.001233434,0.0003515629,0.001500197,0.0005017096,0.00079667,0.001933039,0.001005999,0.00117435,0.002741025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005636745,"about_ca_system_score_gemma":0.0004109385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843059,"about_ca_topic_score_gemma":0.001912551,"domain_scores_codex":[0.9995714,0.000056011,0.00001614505,0.00009932453,0.0002005334,0.00005664363],"domain_scores_gemma":[0.9996496,0.00009981958,0.00004234482,0.00008731063,0.00008621561,0.00003476032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002114978,0.0000355706,0.0003167822,0.0001005126,0.00002773614,0.0002016281,0.0001507701,0.2167665,0.00271461,0.7534896,0.006432999,0.01974227],"study_design_scores_gemma":[0.00001473111,0.00004589299,0.0002413429,0.00002385178,0.00001447704,0.0002082453,0.00005890433,0.6766097,0.0006006286,0.2991064,0.02305114,0.00002469553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05235159,0.003101252,0.6942052,0.001093287,0.0005456988,0.0001952498,0.00104978,0.0009375206,0.2465204],"genre_scores_gemma":[0.6592832,0.004769029,0.1132309,0.0006524159,0.0004740907,0.0002815164,0.002189422,0.0008360433,0.2182833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01052563,"threshold_uncertainty_score":0.0352118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887336086910972,"score_gpt":0.2170882959808263,"score_spread":0.1782149351117166,"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."}}