{"id":"W4402154225","doi":"10.31399/asm.cp.itsc2024p0176","title":"Development and Understanding of CMAS Coating on YSZ Using APS Technique","year":2024,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Concordia University","funders":"","keywords":"Materials science; Thermal barrier coating; Yttria-stabilized zirconia; Coating; Microstructure; Penetration (warfare); Deposition (geology); Metallurgy; Nozzle; Composite material; Chemical engineering; Cubic zirconia; Ceramic","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":[0.0002130264,0.0001316129,0.0001270902,0.0001049962,0.00006254748,0.0000423667,0.00005851776,0.0000805797,0.00002295129],"category_scores_gemma":[0.00000872603,0.0001210962,0.00002061806,0.0001548383,0.00002853559,0.00006728614,0.00002474594,0.0002023325,0.000005182567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942523,"about_ca_system_score_gemma":0.00002638402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005227138,"about_ca_topic_score_gemma":0.000004648074,"domain_scores_codex":[0.9993813,0.00001604794,0.0001821404,0.0001288378,0.0001272455,0.0001644053],"domain_scores_gemma":[0.9997904,0.0000533477,0.00001748371,0.00009282348,0.00000822037,0.0000377628],"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":[0.000001850344,0.000004523196,0.000182434,0.0001216719,0.00001594317,0.00001535538,0.001669205,0.002520933,0.9933569,0.001779637,0.00001061848,0.0003209465],"study_design_scores_gemma":[0.00006816266,0.00001863634,0.0003053043,0.0006496178,0.00001585872,0.0000119162,0.0002116101,0.0008126426,0.9971859,0.00002225954,0.0005176245,0.0001804722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889665,0.000149905,0.009143582,0.000007870402,0.0001813155,0.0001467437,0.000002526767,0.0003412815,0.001060269],"genre_scores_gemma":[0.9877625,0.000002153455,0.01210363,0.000005268694,0.00004423356,0.000009262038,0.000001907414,0.00004651197,0.00002455666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003829013,"threshold_uncertainty_score":0.4938161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716392499470098,"score_gpt":0.2637815994208205,"score_spread":0.2166176744261195,"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."}}