{"id":"W2807930251","doi":"10.31399/asm.cp.itsc2018p0675","title":"An Economical Approach to Cold Gas Dynamic Spraying Using In-Line Nitrogen- Helium Blending","year":2018,"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":"University of Ottawa","funders":"","keywords":"Helium; Gas dynamic cold spray; Coating; Deposition (geology); Materials science; Nitrogen; Helium gas; Porosity; Work (physics); Process engineering; Capital cost; Nuclear engineering; Composite material; Chemistry; Thermodynamics; Atomic physics; Physics; Engineering; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003299166,0.0002791127,0.0002950261,0.0002162141,0.0001121959,0.0000967287,0.0003233407,0.0001651395,0.00006910216],"category_scores_gemma":[0.00001520349,0.0003000822,0.00005222455,0.000295688,0.00005384816,0.0002594007,0.00005892782,0.0003400912,0.0001383394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569367,"about_ca_system_score_gemma":0.00003029051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004638331,"about_ca_topic_score_gemma":0.00009046262,"domain_scores_codex":[0.9985123,0.00006166493,0.0003484181,0.0003652243,0.0001295687,0.0005828285],"domain_scores_gemma":[0.9993036,0.00002721497,0.00003672176,0.0003946235,0.00003133771,0.0002065102],"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":[0.0000154337,0.00005202324,0.004189737,0.0000168168,0.00001169728,0.000007178311,0.0006226416,0.07036982,0.9244864,0.0001023165,0.000008936379,0.0001170254],"study_design_scores_gemma":[0.0009401616,0.0002291826,0.005477025,0.0001476424,0.00005917251,0.00004444008,0.0002640495,0.1785897,0.8123869,0.00001735971,0.0006942867,0.001150062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955714,0.0000434895,0.002543892,0.00001398479,0.0004722307,0.000302531,0.00001079442,0.0003554211,0.0006862376],"genre_scores_gemma":[0.986663,0.000001699881,0.01270708,0.00005683978,0.0003973841,0.00002141993,0.00001182501,0.0001216077,0.00001913585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1120995,"threshold_uncertainty_score":0.9999451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888818527692212,"score_gpt":0.2664559169838824,"score_spread":0.2475677317069603,"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."}}