{"id":"W2158827177","doi":"10.1109/tcapt.2003.811469","title":"Effect of surface asperity truncation on thermal contact conductance","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Components and Packaging Technologies","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Thermal contact conductance; Asperity (geotechnical engineering); Materials science; Conductance; Surface roughness; Surface finish; Contact area; Thermal; Mechanics; Truncation (statistics); Gaussian; Surface (topology); Profilometer; Thermal conductivity; Optics; Composite material; Thermal resistance; Thermodynamics; Geometry; Condensed matter physics; Chemistry; Physics; Mathematics","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":[0.0001426854,0.0002012946,0.0002358381,0.0001303855,0.0001904495,0.00002277694,0.00009476056,0.0001244895,0.00002804912],"category_scores_gemma":[0.00001405097,0.0001730706,0.00006830247,0.0001777612,0.0000766439,0.0001488424,7.951317e-7,0.0003167301,0.00001314654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005531604,"about_ca_system_score_gemma":0.000006164471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000023354,"about_ca_topic_score_gemma":0.000006720337,"domain_scores_codex":[0.9992321,0.00007005769,0.0002014635,0.0001915313,0.0001271633,0.0001776667],"domain_scores_gemma":[0.9993418,0.0002861617,0.00004393133,0.0002701701,0.00003102719,0.0000269322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002199483,0.0002973408,0.004888988,0.0002472341,0.000281214,0.000006030203,0.0005469124,0.08952313,0.8724366,0.0009458985,0.0002436954,0.03036296],"study_design_scores_gemma":[0.0005387868,0.0004019757,0.001978367,0.0001219488,0.00003811073,0.00001130297,0.0002425103,0.004733106,0.9907062,0.0001209376,0.0008733532,0.0002334235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705391,0.0002133397,0.02659196,0.00005571792,0.0007002071,0.0002010765,0.00002310451,0.0008878416,0.0007876824],"genre_scores_gemma":[0.9992043,0.0003437128,0.0003450728,0.000005543658,0.000003926646,0.00001609379,0.000001843085,0.00002149711,0.00005797633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182695,"threshold_uncertainty_score":0.7057613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290087342197183,"score_gpt":0.2304557564191298,"score_spread":0.217554882997158,"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."}}