{"id":"W4406163837","doi":"10.1016/j.ijheatmasstransfer.2024.126655","title":"A study of the influence of geometric parameters of a de Laval nozzle on the Cold Spray process","year":2025,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Wroclawskie Centrum Sieciowo-Superkomputerowe, Politechnika Wroclawska; Narodowym Centrum Nauki; Narodowe Centrum Nauki","keywords":"Nozzle; Spray nozzle; Process (computing); Materials science; Spray characteristics; Gas dynamic cold spray; Mechanics; Mechanical engineering; Computer science; Physics; Composite material; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003805941,0.0003429835,0.0004810498,0.0001865266,0.0003394906,0.0005455163,0.000346967,0.0004128766,0.0009289684],"category_scores_gemma":[0.001416003,0.0002170621,0.0003392811,0.0002116713,0.0003587219,0.0004927714,0.0002378629,0.0003124358,0.0001391948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003742736,"about_ca_system_score_gemma":0.0002937896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102132,"about_ca_topic_score_gemma":0.0008522889,"domain_scores_codex":[0.9997129,0.00004031807,0.00001254109,0.00006439757,0.0001241998,0.00004571016],"domain_scores_gemma":[0.9992208,0.0003969835,0.0001424044,0.00006121444,0.0001495402,0.0000289534],"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":[0.0003796451,0.00004807668,0.001195811,0.0001464265,0.00001712516,0.0001650916,0.00008412658,0.003868116,0.9885018,0.0001692604,0.00007393713,0.005350687],"study_design_scores_gemma":[0.00003273364,0.001164793,0.009299699,0.00001039423,0.00006130801,0.0001758704,0.00008002175,0.02007205,0.9676902,0.00005274844,0.001331568,0.00002864936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955408,0.0008116664,0.002663068,0.00003427508,0.00002328449,0.00002273203,0.00004492151,0.0000408932,0.0008184503],"genre_scores_gemma":[0.9985241,0.0002742297,0.0008695027,0.000007372093,0.000006859381,0.00000449369,0.00002468653,0.00001524829,0.000273375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102132,"threshold_uncertainty_score":0.003107727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008916191276098223,"score_gpt":0.2548479154765553,"score_spread":0.2459317242004571,"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."}}