{"id":"W118279635","doi":"10.1007/8611_2010_2","title":"Heat Transfer in Graphitic Foams","year":2010,"lang":"en","type":"book-chapter","venue":"Advanced structured materials","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Work (physics); Heat transfer; Thermal conductivity; Porous medium; Materials science; Convective heat transfer; Thermal; Convection; Porosity; Mechanics; Mechanical engineering; Thermodynamics; Composite material; Engineering; Physics","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":[0.00005440006,0.0003961614,0.0003851764,0.000390121,0.0002800213,0.0004901378,0.0003245361,0.0004384834,0.004412253],"category_scores_gemma":[0.0001245103,0.0002023192,0.000368839,0.0004576821,0.0006468722,0.00073518,0.0003635994,0.0005036711,0.0008709821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003238555,"about_ca_system_score_gemma":0.0001480633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004088074,"about_ca_topic_score_gemma":0.000446981,"domain_scores_codex":[0.9999523,0.000005763098,0.000001185862,0.000009159608,0.00002096443,0.00001055229],"domain_scores_gemma":[0.9999721,0.00001587519,0.000001443442,0.000003742954,0.000004726117,0.000002041108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001434474,0.0001382709,0.0001371831,0.001622412,0.0000395936,0.0003892042,0.0006096454,0.05461286,0.2035194,0.4976216,0.01492718,0.226239],"study_design_scores_gemma":[0.00004999894,0.0003837494,0.0008855285,0.0002748304,0.00003203358,0.0005682891,0.0002198737,0.09436794,0.2379845,0.4482356,0.2169245,0.0000730793],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3629268,0.07095891,0.1673176,0.001692443,0.00246367,0.0001216573,0.000442008,0.001447106,0.3926297],"genre_scores_gemma":[0.7927982,0.01792887,0.01790591,0.0002601742,0.0004258934,0.0001035989,0.0003299377,0.0003230665,0.1699244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004412253,"threshold_uncertainty_score":0.01476049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005986773232501543,"score_gpt":0.1965981504918015,"score_spread":0.1906113772592999,"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."}}