{"id":"W4376881444","doi":"10.31399/asm.cp.itsc2023p0610","title":"Oxidation of In-flight Particles During HVAF—A Numerical Study","year":2023,"lang":"en","type":"article","venue":"Thermal spray","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Concordia University","funders":"","keywords":"Oxide; Materials science; Coating; Thermal oxidation; Particle (ecology); Layer (electronics); Thin film; Microstructure; Deposition (geology); Electric field; Metal; Composite material; Metallurgy; Chemical engineering; Nanotechnology; 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":[0.000208416,0.0003172928,0.0004143556,0.0003928566,0.0005234588,0.0006299585,0.0006902197,0.001417149,0.001806329],"category_scores_gemma":[0.000806311,0.000227052,0.0005720317,0.0003571579,0.0005510266,0.0004434407,0.0003024735,0.000454827,0.0001392186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006221768,"about_ca_system_score_gemma":0.0003840685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02064474,"about_ca_topic_score_gemma":0.008036288,"domain_scores_codex":[0.9999282,0.00001182401,0.00000305637,0.00001218937,0.00001576642,0.00002889476],"domain_scores_gemma":[0.9996408,0.0001956738,0.00005122613,0.00002404502,0.00005716088,0.00003106231],"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":[0.0001226304,0.0001626685,0.007184778,0.00009644352,0.00003495152,0.0004263399,0.00008980022,0.9794306,0.00673188,0.002523897,0.0003969825,0.002798971],"study_design_scores_gemma":[0.0000134128,0.00004718276,0.001222023,0.000004410431,0.000005891135,0.00002664603,0.00003078186,0.9976406,0.0006537521,0.000149012,0.0002011531,0.000005097409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839631,0.0002251734,0.005861961,0.0001375977,0.00003208829,0.00003297711,0.0002819694,0.00006147525,0.009403681],"genre_scores_gemma":[0.9957547,0.0001016758,0.002463917,0.00002162394,0.000008849066,0.00001738719,0.0001224157,0.00001260278,0.001496791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02064474,"threshold_uncertainty_score":0.04104912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842199678263554,"score_gpt":0.2787438963401366,"score_spread":0.2603218995575011,"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."}}