{"id":"W4320522706","doi":"10.31399/asm.cp.itsc2012p0243","title":"Cold Spray Forming Inconel 718","year":2012,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; National Research Council Canada","funders":"","keywords":"Inconel; Gas dynamic cold spray; Materials science; Nozzle; Coating; Metallurgy; Spray nozzle; Porosity; Ductility (Earth science); Composite material; Extrusion; Sintering; Nitrogen; Microstructure; Helium; Ultimate tensile strength; Alloy; Creep","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":[],"consensus_categories":[],"category_scores_codex":[0.0002537338,0.0002071359,0.0001824815,0.00006134855,0.00008775423,0.00003742217,0.0001895444,0.0001447278,0.0003074796],"category_scores_gemma":[0.00002032388,0.000192757,0.00006042911,0.0001559263,0.00003087022,0.0003738257,0.00004276764,0.0003034393,0.0006609562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009497689,"about_ca_system_score_gemma":0.00001227223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001342175,"about_ca_topic_score_gemma":0.00001008434,"domain_scores_codex":[0.9989244,0.00002705924,0.0002038616,0.0001171479,0.0001799095,0.0005476075],"domain_scores_gemma":[0.9994466,0.00004785408,0.00002977847,0.000283786,0.00002170226,0.0001702308],"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":[0.000003124421,0.00002479704,0.009308164,0.00001923369,0.00001586083,0.000005025335,0.0009683659,0.0005316758,0.9876054,0.0005702093,0.0006629448,0.0002852063],"study_design_scores_gemma":[0.0003450576,0.00002629165,0.02320014,0.00004489545,0.0000382174,0.00001330477,0.00007263403,0.00003433698,0.9303587,0.000002700451,0.04541548,0.0004482032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918976,0.0002804266,0.0001478561,0.00002375225,0.0009826957,0.0001586271,0.000006839944,0.000611033,0.005891183],"genre_scores_gemma":[0.9977031,0.000003762381,0.0009414176,0.00006427684,0.0006347556,0.00002698302,0.000005713122,0.00008241705,0.0005375759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05724666,"threshold_uncertainty_score":0.8495476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164436020298837,"score_gpt":0.2210569052444756,"score_spread":0.2094125450414873,"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."}}