{"id":"W3157080165","doi":"","title":"Cold spray additive manufacturing of 1040 carbon and 316L stainless steel alloys","year":2021,"lang":"en","type":"article","venue":"NPARC","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metallurgy; Materials science; Gas dynamic cold spray; Carbon fibers; Composite material; Composite number; Coating","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003592582,0.0003341285,0.0002916638,0.001048908,0.0002885413,0.0003266225,0.0005145157,0.0004199032,0.001245898],"category_scores_gemma":[0.0002981574,0.0002211815,0.0003670025,0.000615544,0.0002193167,0.0001932795,0.000267518,0.0002965146,0.0006036087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005310926,"about_ca_system_score_gemma":0.0004293691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008041296,"about_ca_topic_score_gemma":0.00391986,"domain_scores_codex":[0.9993553,0.00003261543,0.000035002,0.00004988207,0.0004844542,0.00004274667],"domain_scores_gemma":[0.9997345,0.00002349291,0.00005360329,0.00003590141,0.0001230514,0.00002937476],"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":[0.00003142857,0.00001437222,0.000171756,0.00009485575,0.000003729878,0.0001138586,0.0000359195,0.0005108712,0.992623,0.0002927615,0.0001082849,0.005999138],"study_design_scores_gemma":[0.000006880196,0.0004278802,0.002949641,0.00001333061,0.000008240344,0.0002114079,0.00003393224,0.001797495,0.9871179,0.00006557548,0.007357341,0.00001036819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639747,0.001909925,0.01907224,0.00006355777,0.0001365662,0.0001562983,0.0004877906,0.0003686302,0.01383045],"genre_scores_gemma":[0.9501641,0.0007775055,0.0378038,0.00003226342,0.00001495433,0.00005664842,0.000341826,0.00007479176,0.01073409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001245898,"threshold_uncertainty_score":0.004167914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009495959593361095,"score_gpt":0.2014173762302554,"score_spread":0.1919214166368943,"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."}}