{"id":"W2106700088","doi":"10.1115/ht2003-47051","title":"Review of Thermal Joint Resistance Models for Non-Conforming Rough Surfaces in a Vacuum","year":2003,"lang":"en","type":"article","venue":"","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dimensionless quantity; Thermal contact conductance; Limiting; Scale (ratio); Empirical modelling; Thermal; Thermal resistance; Mathematics; Materials science; Mechanics; Heat transfer; Thermodynamics; Mechanical engineering; Engineering; Physics; Simulation","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":[0.0002377138,0.0001070586,0.0002281918,0.0000504804,0.00003621102,0.000007032807,0.00005695927,0.00004295798,0.0001228217],"category_scores_gemma":[0.0000343851,0.00009474011,0.00008317397,0.0001494229,0.000008840751,0.0003079569,0.00000413516,0.00007377288,0.000005402201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004751843,"about_ca_system_score_gemma":0.00002452223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003352998,"about_ca_topic_score_gemma":0.0001309277,"domain_scores_codex":[0.9992622,0.00001416596,0.0003798704,0.0001020581,0.00007317059,0.0001685699],"domain_scores_gemma":[0.999632,0.00007238071,0.00004075887,0.0001540985,0.00007204892,0.000028698],"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":[0.00008405681,0.0003185,0.001208051,0.03338822,0.0002895121,0.000006174129,0.006250271,0.7952457,0.05625177,0.03854734,0.06593627,0.002474124],"study_design_scores_gemma":[0.001893415,0.0001180705,0.001486063,0.01909509,0.0001092159,0.0000137041,0.002468292,0.6416435,0.1467511,0.007195482,0.1778211,0.001404989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4178119,0.05780101,0.1977436,0.0002856864,0.001191212,0.001889612,0.00004049142,0.0003534166,0.322883],"genre_scores_gemma":[0.9730596,0.01153104,0.01220958,0.00009236058,0.00001440664,0.00006347396,0.000003878389,0.0000279967,0.002997672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5552477,"threshold_uncertainty_score":0.386339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529874813194405,"score_gpt":0.2483223850904806,"score_spread":0.2230236369585366,"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."}}