{"id":"W2810094320","doi":"10.15866/iremos.v11i2.13619","title":"Experimental Study and Numerical Investigation of the Phenomena Occurring During Long Duration Cold Spray Deposition","year":2018,"lang":"en","type":"article","venue":"International Review on Modelling and Simulations (IREMOS)","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gas dynamic cold spray; Nozzle; Deposition (geology); Materials science; Spray nozzle; Mechanics; Shock wave; Aluminium; Shock (circulatory); Composite material; Mechanical engineering; Metallurgy; Engineering; Physics; Coating; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001461132,0.0001386113,0.0001514194,0.00007701886,0.0001994747,0.00005257056,0.00009591469,0.00003880675,0.00001113436],"category_scores_gemma":[0.00003211096,0.0001170548,0.00003328616,0.0001695162,0.00004956463,0.0001917254,0.0000329484,0.0001306217,0.000002738749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008296339,"about_ca_system_score_gemma":0.00000983197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009627126,"about_ca_topic_score_gemma":0.000003874914,"domain_scores_codex":[0.9989873,0.00006162705,0.0003914043,0.0001940669,0.0002732581,0.00009237256],"domain_scores_gemma":[0.9995144,0.00006596954,0.0001020862,0.0001536008,0.0001189791,0.00004493593],"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":[0.00002123321,0.0001767459,0.05835477,0.0003180676,0.00008701921,0.000002287911,0.003034856,0.8237275,0.1132644,0.0006293059,0.00001422882,0.0003695526],"study_design_scores_gemma":[0.0006912726,0.0001434835,0.0252343,0.002309777,0.0001040567,0.00001248542,0.00009225016,0.8737769,0.09724583,0.00002875963,0.00004868672,0.0003121762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882335,0.0007599535,0.01018042,0.00004796718,0.0002357441,0.0004326816,0.000007696262,0.00005665865,0.00004536318],"genre_scores_gemma":[0.9990752,0.00009055491,0.0005955095,0.00005026557,0.0001237447,0.00002001262,0.00001113981,0.00001889898,0.00001468556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05004935,"threshold_uncertainty_score":0.4773356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525156436561475,"score_gpt":0.2864599395740972,"score_spread":0.2612083752084824,"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."}}