{"id":"W1989912393","doi":"10.1115/gt2005-69007","title":"Carbon Foam: New Generation of Enhanced Surface Compact Recuperators for Gas Turbines","year":2005,"lang":"en","type":"article","venue":"","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University","funders":"Oak Ridge National Laboratory; U.S. Department of Energy","keywords":"Carbon nanofoam; Materials science; Heat transfer; Context (archaeology); Thermal resistance; Thermal conductivity; Carbon fibers; Heat exchanger; Convective heat transfer; Porosity; Work (physics); Composite material; Chemical engineering; Mechanical engineering; Thermodynamics; Engineering","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":[0.0001376498,0.0002563347,0.0002024834,0.0004413819,0.0001967769,0.0002801306,0.0003722965,0.0005607041,0.001787179],"category_scores_gemma":[0.0002847549,0.00008888272,0.0001983369,0.0003018116,0.0001678765,0.0006637347,0.0001785573,0.000211539,0.0002611863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041159,"about_ca_system_score_gemma":0.0001581018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303695,"about_ca_topic_score_gemma":0.0008485019,"domain_scores_codex":[0.9999161,0.000009152919,0.000002563048,0.0000116372,0.00004872369,0.00001175969],"domain_scores_gemma":[0.9999338,0.00001769282,0.00001080594,0.000005845065,0.00002258253,0.000009192859],"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":[0.0004428723,0.0001486356,0.001995582,0.0009075925,0.00004298858,0.0007298792,0.0001267363,0.03041293,0.6539299,0.02747306,0.005025318,0.2787645],"study_design_scores_gemma":[0.0000888205,0.0008308282,0.003511968,0.00007555444,0.00006118946,0.002155978,0.00006875322,0.2486709,0.6543871,0.008790627,0.08127345,0.00008486619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7074426,0.01650071,0.2440882,0.001336888,0.0005612887,0.0001147404,0.0006477436,0.002542073,0.02676568],"genre_scores_gemma":[0.9516988,0.001910561,0.04110409,0.00004792963,0.00005109781,0.00003561267,0.000274071,0.00005226529,0.004825652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001787179,"threshold_uncertainty_score":0.005978703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02664205462175245,"score_gpt":0.2444129575624793,"score_spread":0.2177709029407268,"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."}}