{"id":"W4404854358","doi":"10.3390/app142311147","title":"Numerical Analysis of Cold Spray Process for Creation of Pin Fin Geometries","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Materials science; Fin; Mechanics; Mechanical engineering; Engineering; Composite material; Physics","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":[0.0002615028,0.0002890895,0.0003691345,0.0003115391,0.0003315049,0.0004930301,0.000432461,0.0007021677,0.001681757],"category_scores_gemma":[0.0006031457,0.0001856356,0.0003671996,0.0002556381,0.0003406097,0.0002629458,0.0002532607,0.0002601783,0.0001538372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515762,"about_ca_system_score_gemma":0.0006463598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003345186,"about_ca_topic_score_gemma":0.002407525,"domain_scores_codex":[0.9998944,0.00001084961,0.00000436394,0.00001649085,0.00005166804,0.00002225961],"domain_scores_gemma":[0.9998047,0.00008347738,0.00003159338,0.00001615099,0.0000525225,0.00001153961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008819706,0.0000674133,0.002738248,0.0002109005,0.00001817348,0.0004060047,0.0001302114,0.8884042,0.09318063,0.005702506,0.000412536,0.008640996],"study_design_scores_gemma":[0.000009007721,0.00004064284,0.0007095799,0.000006151719,0.000003223601,0.00004278043,0.0000190975,0.9913387,0.007011496,0.0002536014,0.0005581127,0.000007503793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330761,0.0006183144,0.1439092,0.0002200425,0.00009001232,0.0001615254,0.0004881939,0.0004041481,0.02103252],"genre_scores_gemma":[0.960033,0.0002019541,0.0370484,0.00002121133,0.000005296738,0.00007781585,0.0001484027,0.00003707869,0.002426971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003345186,"threshold_uncertainty_score":0.006651461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867139524971176,"score_gpt":0.2980817929352743,"score_spread":0.2794103976855625,"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."}}