{"id":"W1796965081","doi":"10.1007/s11666-015-0317-0","title":"Finite Element Analysis and Failure Mode Characterization of Pyramidal Fin Arrays Produced by Masked Cold Gas Dynamic Spray","year":2015,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Composite material; Gas dynamic cold spray; Finite element method; Aluminium; Nickel; Dimple; Scanning electron microscope; Substrate (aquarium); Deposition (geology); Shear (geology); Fin; Impact crater; Metallurgy; Structural engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003766078,0.0001891817,0.0004804823,0.0006238322,0.00002582592,0.00002049523,0.0003110286,0.0002232519,0.00001603133],"category_scores_gemma":[0.0001116427,0.00017865,0.00009344792,0.0007842526,0.0001111501,0.0001897245,0.0000622911,0.0003735909,0.000003254589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520221,"about_ca_system_score_gemma":0.00003248167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003223943,"about_ca_topic_score_gemma":0.00002205654,"domain_scores_codex":[0.9986177,0.00004024045,0.0006483453,0.000158879,0.0002566736,0.0002781762],"domain_scores_gemma":[0.9990481,0.00002775256,0.0003382161,0.0002998964,0.0001875928,0.00009840315],"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":[0.00004309344,0.00006005543,0.006645804,0.00002075252,0.0004840741,0.00001089631,0.0001076129,0.06289012,0.9286906,0.0001904744,0.00004012665,0.000816396],"study_design_scores_gemma":[0.0008713338,0.0002266775,0.001072645,0.00002669019,0.0003295692,0.00002100382,0.00007336827,0.483933,0.5124386,0.0001560436,0.0006407485,0.000210266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694624,0.0001867623,0.0290239,0.0008789057,0.0001511148,0.0001438964,0.0000449289,0.00008802927,0.0000200803],"genre_scores_gemma":[0.9967511,0.00005976122,0.003066774,0.00001740305,0.00003223046,0.000007882938,0.00001240123,0.00003236522,0.00002011226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4210429,"threshold_uncertainty_score":0.7285136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005588631510000346,"score_gpt":0.21688603189164,"score_spread":0.2112974003816396,"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."}}