{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001337155,0.0002817025,0.0001703621,0.0004009098,0.0001623056,0.0002551981,0.0002600897,0.0003525209,0.000642518],"category_scores_gemma":[0.0001124283,0.0001849167,0.0002725426,0.0002278872,0.0002224624,0.0003454926,0.0001862739,0.0002897664,0.0002520711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748205,"about_ca_system_score_gemma":0.0001797428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149236,"about_ca_topic_score_gemma":0.00143486,"domain_scores_codex":[0.9999048,0.000003794538,0.00000566526,0.00002518447,0.0000474934,0.00001304276],"domain_scores_gemma":[0.9999282,0.000007092604,0.00002628132,0.000008956883,0.00002315563,0.000006344396],"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":[0.000007557609,0.000002531526,0.0002371329,0.00003636561,0.000001681927,0.00005446167,0.00002291797,0.0001006675,0.9980772,0.0001333139,0.00001317471,0.001313032],"study_design_scores_gemma":[0.000001677522,0.00003813019,0.002848078,0.000005637323,0.000005302526,0.0001998403,0.00003977407,0.002020066,0.9933734,0.00005025157,0.001414261,0.000003612294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644533,0.002215329,0.02990141,0.00008460882,0.00002825454,0.00003912226,0.0002236168,0.0002183744,0.002835883],"genre_scores_gemma":[0.9663499,0.001629335,0.0298412,0.00001872736,0.00000777761,0.00002074524,0.0001551423,0.00002873407,0.001948359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149236,"threshold_uncertainty_score":0.002285123,"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."}}