{"id":"W2005929922","doi":"10.1007/s11666-011-9663-8","title":"Novel Stacked Wire Mesh Compact Heat Exchangers Produced Using Cold Spray","year":2011,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Wafer; Brazing; Wire mesh; Composite material; Heat exchanger; Gas dynamic cold spray; Metallurgy; Mechanical engineering; Nanotechnology; 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"],"consensus_categories":[],"category_scores_codex":[0.0003672778,0.0003097343,0.0005482847,0.0006143742,0.00009151502,0.00002943184,0.0005780263,0.0004227772,0.000125006],"category_scores_gemma":[0.00008157876,0.0002700406,0.0001454821,0.0005746512,0.0001468173,0.0002659578,0.0000541134,0.0009955519,0.0000135064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248853,"about_ca_system_score_gemma":0.00006354374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002010773,"about_ca_topic_score_gemma":0.00001017503,"domain_scores_codex":[0.9984005,0.00003500036,0.0006027218,0.0001931116,0.0002767081,0.0004919306],"domain_scores_gemma":[0.9990085,0.00002660541,0.0002218836,0.0004123689,0.0002014493,0.0001291934],"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":[0.00003829625,0.0001022973,0.00377719,0.00002488206,0.0001148889,0.0001133148,0.0004415879,0.001364424,0.9934703,0.0001600191,0.0002833957,0.0001094661],"study_design_scores_gemma":[0.000754567,0.0002787088,0.001513188,0.0001444062,0.0001019351,0.0005114252,0.0001817303,0.00009670585,0.9945372,0.00001047343,0.001558198,0.0003115029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970018,0.000317061,0.0005919316,0.0002604509,0.001085584,0.0002135676,0.000007986405,0.0003518401,0.0001697392],"genre_scores_gemma":[0.9917216,0.00001442102,0.00789216,0.00003343701,0.0002111912,0.000002852493,7.470422e-7,0.00009137448,0.00003216018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007300228,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633394052234774,"score_gpt":0.2486796377468083,"score_spread":0.2123456972244606,"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."}}