{"id":"W4315700019","doi":"10.3390/coatings13010156","title":"Evaluation of Solid Particle Erosion of EB-PVD TBCs under Thermal Cycling Conditions Based on a Stochastic Approach","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Temperature cycling; Materials science; Erosion; Thermal barrier coating; Cycling; Dwell time; Composite material; Sintering; Particle (ecology); Thermal; Metallurgy; Thermodynamics; Coating; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008759957,0.0001375052,0.0001961526,0.0001258085,0.00007532446,0.00001188879,0.0001084901,0.00009279245,0.00004198769],"category_scores_gemma":[0.0002918058,0.0001380389,0.00006459958,0.000491965,0.00005608851,0.00006727798,0.00001662088,0.0001611633,0.0000213379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008583269,"about_ca_system_score_gemma":0.00006231275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007596956,"about_ca_topic_score_gemma":0.000002248945,"domain_scores_codex":[0.9985461,0.00009528365,0.0003428666,0.0001713492,0.0006332269,0.0002111248],"domain_scores_gemma":[0.9991703,0.000205891,0.00009649078,0.0002566215,0.0002201171,0.00005055347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002255423,0.00003582494,0.00007617514,0.00002163092,0.000004251528,1.330227e-7,0.0006373567,0.495619,0.5034676,0.00005008391,0.00003904241,0.00004662463],"study_design_scores_gemma":[0.0005171962,0.0000525192,0.01624285,0.0001939129,0.0001023586,3.945641e-7,0.0002104437,0.7183667,0.2641339,0.00006868869,2.47355e-7,0.0001107847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871939,0.00001039581,0.01191245,0.0000233378,0.0001313807,0.0003186039,0.00003705497,0.0002655958,0.0001073046],"genre_scores_gemma":[0.9992221,4.013535e-7,0.0005263482,0.000011814,0.00003440628,0.00008966338,0.00006087717,0.0000432506,0.0000111264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2393337,"threshold_uncertainty_score":0.5629063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05046496942545063,"score_gpt":0.3089199919399425,"score_spread":0.2584550225144919,"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."}}