{"id":"W2159368642","doi":"10.1115/ajtec2011-44570","title":"Thermal Contact Resistance at a Metal Foam-Solid Surface Interface","year":2011,"lang":"en","type":"article","venue":"ASME/JSME 2011 8th Thermal Engineering Joint Conference","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"","keywords":"Materials science; Thermal contact conductance; Thermal conductivity; Metal foam; Thermal contact; Porosity; Contact area; Composite material; Contact resistance; Heat transfer; Aluminium; Thermal resistance; Thermal; Porous medium; Metal; Thermal grease; Layer (electronics); Metallurgy; Thermodynamics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003787671,0.0007136097,0.00074092,0.0001287886,0.00009700788,0.0000761312,0.0006377668,0.0002460316,0.002582867],"category_scores_gemma":[0.00004509999,0.0006979568,0.0002281064,0.0001517091,0.00008926054,0.0005293555,0.0001322121,0.0006877691,0.0008432018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885046,"about_ca_system_score_gemma":0.00007042112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008237879,"about_ca_topic_score_gemma":0.00008604544,"domain_scores_codex":[0.9972265,0.00005694677,0.0006946645,0.0005345233,0.0003944845,0.0010929],"domain_scores_gemma":[0.9985425,0.0001022152,0.00006501025,0.0007544638,0.0001257459,0.0004100258],"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":[0.0001655816,0.000103956,0.0002788295,0.0004183096,0.0005318701,0.0001826961,0.005879949,0.02188086,0.9646687,0.002962522,0.0007559578,0.002170797],"study_design_scores_gemma":[0.001853546,0.00027657,0.02419248,0.0005123209,0.0002117352,0.00006241364,0.0001650765,0.05411134,0.9050516,0.00007021161,0.01109843,0.002394283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935445,0.001462108,0.02159453,0.00006365608,0.001766959,0.0005009438,0.00007683094,0.001481772,0.03760828],"genre_scores_gemma":[0.9951029,0.0001472774,0.002892545,0.00003555076,0.0001349324,0.00006130101,0.00001866462,0.0001885428,0.001418252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05965801,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005255638231723,"score_gpt":0.2065444878650859,"score_spread":0.1764919314827687,"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."}}