{"id":"W4401604336","doi":"10.1007/s11666-024-01803-6","title":"A Particle-Based Numerical Model for Impact-Induced Bonding in Cold Spray","year":2024,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Gas dynamic cold spray; Particle (ecology); Thermal spraying; Composite material; Solution precursor plasma spray","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":[0.0005822578,0.0007284894,0.001253538,0.0006695304,0.001126834,0.001347562,0.002498871,0.003555929,0.004224356],"category_scores_gemma":[0.001667922,0.0008980197,0.001053858,0.000624494,0.001540657,0.001224043,0.001039739,0.001391177,0.0006284793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579483,"about_ca_system_score_gemma":0.001801546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0244567,"about_ca_topic_score_gemma":0.01051927,"domain_scores_codex":[0.9997262,0.00005681066,0.0000129182,0.00004115047,0.0001107569,0.00005215725],"domain_scores_gemma":[0.9993894,0.0002348996,0.00006094026,0.0000508741,0.0001840115,0.00007974203],"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":[0.00001794965,0.00004606522,0.0002274309,0.00002526386,0.00001219231,0.00007415002,0.00002526682,0.9881105,0.001561077,0.008683389,0.0002268153,0.0009896966],"study_design_scores_gemma":[0.000004273748,0.000003695895,0.00003280748,0.000001094732,0.000001407055,0.00000297033,0.000002168552,0.999546,0.00008240683,0.0002400742,0.00008096252,0.000002082726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1784181,0.001197072,0.757995,0.0009114238,0.0006140909,0.0003948043,0.0004039285,0.0005462166,0.05951934],"genre_scores_gemma":[0.9339683,0.0006489785,0.04163476,0.0002427154,0.0001198386,0.0003813054,0.0002423758,0.0002202484,0.0225416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0244567,"threshold_uncertainty_score":0.04862869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813572305455506,"score_gpt":0.2889864781015944,"score_spread":0.2708507550470394,"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."}}