{"id":"W2136328051","doi":"10.3390/coatings5040688","title":"Development of 3D Multicomponent Model for Cold Spray Process Using Nitrogen and Air","year":2015,"lang":"en","type":"article","venue":"Coatings","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Gas dynamic cold spray; Propellant; Nozzle; Materials science; Spray nozzle; Jet (fluid); Nitrogen; Spray characteristics; Deposition (geology); Substrate (aquarium); Coating; Chemistry; Mechanics; Thermodynamics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030206,0.0001487586,0.0001974865,0.00005940086,0.00006189759,0.00001590328,0.00009303721,0.00007616235,7.490272e-7],"category_scores_gemma":[0.00005959538,0.0001511688,0.00001897443,0.00008249191,0.00002610095,0.00008676041,0.00003338815,0.00008459052,0.000002138337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008823254,"about_ca_system_score_gemma":0.0001007909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002669116,"about_ca_topic_score_gemma":0.000006738086,"domain_scores_codex":[0.9991829,0.000006129072,0.0002903427,0.0001530108,0.0001688265,0.000198786],"domain_scores_gemma":[0.9995379,0.0000285183,0.00006293646,0.0001077544,0.0001573462,0.000105477],"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":[0.000006193368,0.00002195018,0.001482197,0.0001960273,0.0000103093,5.559866e-7,0.009639762,0.09352163,0.8949504,0.00001869682,0.00005513275,0.00009711031],"study_design_scores_gemma":[0.0006124082,0.00001389791,0.00005111859,0.0001054817,0.00002774772,0.000002749097,0.0003373033,0.3220725,0.6763503,0.00001899791,0.0001939379,0.000213625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714761,0.00004890874,0.02791223,0.000005943595,0.00007648168,0.0003259217,0.00001175964,0.0001275784,0.00001507644],"genre_scores_gemma":[0.7706068,2.72599e-7,0.2292704,0.000009701099,0.00001878137,0.00004270806,0.000006335057,0.00003549209,0.000009476607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2285508,"threshold_uncertainty_score":0.6164484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037630821481279,"score_gpt":0.2802476780247068,"score_spread":0.2298713698098941,"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."}}