{"id":"W4393189035","doi":"10.1007/s11666-024-01762-y","title":"Comparative Analysis of Microstructural and Mechanical Attributes in Low-Pressure Cold-Spray Coatings: Impact of Varied Cu Feedstock Powders","year":2024,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Gas dynamic cold spray; Raw material; Metallurgy; Thermal spraying; Composite material; Microstructure; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002592376,0.0002411189,0.0003188128,0.000466159,0.0003090117,0.0004130532,0.0002375188,0.0003627127,0.00111319],"category_scores_gemma":[0.0005753762,0.000225663,0.000319679,0.0004116516,0.0002844949,0.0003462795,0.0001445346,0.0003063765,0.0001361154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960006,"about_ca_system_score_gemma":0.000204526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552329,"about_ca_topic_score_gemma":0.004598539,"domain_scores_codex":[0.9997167,0.00001529222,0.00001772745,0.00005516222,0.0001437383,0.00005133576],"domain_scores_gemma":[0.999599,0.00008062693,0.00007113625,0.00002850982,0.000186015,0.00003464029],"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":[0.000100679,0.000009864648,0.0006308217,0.00003221822,0.000008127952,0.00003660477,0.00003356798,0.0001917598,0.9977272,0.00001922559,0.00002500298,0.001185067],"study_design_scores_gemma":[0.000004527038,0.0001808305,0.0222535,0.000004085285,0.00002504818,0.00008404813,0.00008606607,0.002136482,0.9748064,0.00001242553,0.0003974978,0.000008992261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982535,0.0002368335,0.0007603851,0.00001010116,0.000005683031,0.00000811074,0.000149326,0.00002105199,0.0005549422],"genre_scores_gemma":[0.9986936,0.0001311045,0.0005627192,0.000005249879,0.00000224828,0.00000615558,0.0001313807,0.00001409529,0.0004534458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002552329,"threshold_uncertainty_score":0.005074978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009434083489654504,"score_gpt":0.2745243303723288,"score_spread":0.2650902468826743,"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."}}