{"id":"W3198788875","doi":"10.31399/asm.cp.itsc2008p0351","title":"Metal Foam Sandwich Structure as a High Temperature Heat Exchanger","year":2008,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Network","funders":"","keywords":"Materials science; Metal foam; Alloy; Aluminium foam sandwich; Superalloy; Composite material; Microstructure; Layer (electronics); Thermal spraying; Metallurgy; Aluminium; Coating","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":[],"category_scores_codex":[0.00007108136,0.0003899591,0.0003542555,0.00009816852,0.0001965047,0.00004904624,0.0002789616,0.0003469567,0.001718495],"category_scores_gemma":[0.00001899317,0.000324255,0.0001089866,0.0003085747,0.00007055892,0.0002001627,0.00004575044,0.0006707614,0.0002513845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007841496,"about_ca_system_score_gemma":0.00003434989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006516036,"about_ca_topic_score_gemma":0.00003754852,"domain_scores_codex":[0.9985732,0.00005654896,0.0002324988,0.000304019,0.000344265,0.0004895005],"domain_scores_gemma":[0.9992811,0.00003136517,0.00002087758,0.0004428396,0.00005490088,0.0001688964],"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":[0.00001496535,0.00001846792,0.0006357426,0.00001971827,0.00005311624,0.0001548519,0.001126609,0.002161709,0.9935154,0.00007375575,0.002171629,0.0000539821],"study_design_scores_gemma":[0.0007623489,0.0001018804,0.02371418,0.00004251994,0.00007376436,0.0003319485,0.00004904793,0.00002031658,0.9680164,0.00001882497,0.006176692,0.0006920378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996702,0.0005496661,0.000003874489,0.00009002021,0.0009690413,0.0002437318,0.00005513357,0.0007267253,0.0006598794],"genre_scores_gemma":[0.9972004,0.00002425699,0.0004822906,0.0001424687,0.0007432667,0.00002486322,0.00005740499,0.0001250019,0.001200059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02549902,"threshold_uncertainty_score":0.999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008406527155393997,"score_gpt":0.2088400819547191,"score_spread":0.2004335547993251,"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."}}