{"id":"W2149379877","doi":"10.1115/ht2008-56159","title":"Analytic Solution of Thermal Spreading Resistance: Generalization to Arbitrary-Shape Heat Sources on a Half-Space","year":2008,"lang":"en","type":"article","venue":"","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Generalization; Heat transfer; Space (punctuation); Isothermal process; Representation (politics); Mechanics; Thermal resistance; Thermal; Contact resistance; Variety (cybernetics); Thermal conduction; Materials science; Geometry; Mathematical analysis; Mathematics; Computer science; Thermodynamics; Physics; Composite material; Artificial intelligence","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":[0.0004712045,0.000785688,0.0007675411,0.0006088147,0.000258204,0.0008330346,0.001096089,0.001212939,0.001529508],"category_scores_gemma":[0.001674965,0.0003399743,0.0008020416,0.0003926479,0.001034815,0.001340153,0.0007272132,0.0009011676,0.0005937809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533203,"about_ca_system_score_gemma":0.0004525677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008388433,"about_ca_topic_score_gemma":0.0004319256,"domain_scores_codex":[0.9998191,0.00004699044,0.000008136151,0.00002976696,0.00007214128,0.0000239878],"domain_scores_gemma":[0.9996955,0.0001342457,0.00003535014,0.00005219506,0.0000689174,0.00001377422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004626083,0.00007123973,0.0003224987,0.0003419866,0.00003290172,0.0005750041,0.0004769134,0.5205822,0.06679039,0.3751499,0.002208815,0.03340193],"study_design_scores_gemma":[0.00000274481,0.000008754156,0.000044836,0.000006349093,0.000002217767,0.00004217129,0.00001171096,0.9838796,0.001286589,0.01408175,0.0006276935,0.000005536108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03471319,0.0009264096,0.9531006,0.0002384587,0.00007162661,0.00005188781,0.00005059938,0.0002173374,0.01062996],"genre_scores_gemma":[0.8419128,0.002696643,0.13799,0.0002259259,0.0001521416,0.0002782696,0.0001341823,0.0002364768,0.01637354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001529508,"threshold_uncertainty_score":0.005116761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161261649159002,"score_gpt":0.2248822374183289,"score_spread":0.2087560725024286,"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."}}