{"id":"W4312723009","doi":"10.31399/asm.cp.itsc2018p0092","title":"Microstructural Characterization and Room Temperature Erosion Behaviour of As-Deposited SPS, EB-PVD and APS YSZ-based TBCs","year":2018,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Yttria-stabilized zirconia; Microstructure; Inconel; Thermal barrier coating; Coating; Composite material; Erosion; Cubic zirconia; Alloy; Metallurgy; Ceramic; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008458899,0.0002422404,0.000228629,0.00008546442,0.0001210479,0.00008430174,0.0001025771,0.0002348279,0.00005632691],"category_scores_gemma":[0.00001348329,0.0002148514,0.00003101212,0.0001682193,0.0001046653,0.0001689616,0.0000345374,0.0002335465,0.000007698254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002854197,"about_ca_system_score_gemma":0.00001586544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004099241,"about_ca_topic_score_gemma":0.00002314231,"domain_scores_codex":[0.9991056,0.00004397914,0.0002403716,0.0002279927,0.0001534469,0.0002286468],"domain_scores_gemma":[0.9995246,0.00001875382,0.00006620613,0.0002145094,0.00007893906,0.00009698718],"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":[0.00003722178,0.00001288792,0.03717628,0.00003831499,0.000008068488,0.000004923947,0.0005438545,0.00001731533,0.9618633,0.000008216151,0.00001831967,0.0002712295],"study_design_scores_gemma":[0.000371091,0.00009402045,0.3553092,0.00007189078,0.00003048005,0.00001432002,0.00001178632,0.0000988509,0.6437814,4.659365e-7,0.00005554765,0.0001609664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990314,0.00008462475,0.00003875808,0.00003655114,0.0003017731,0.0002320809,0.00006934869,0.0001895533,0.00001593301],"genre_scores_gemma":[0.9989486,0.000008742257,0.0005215514,0.00005435889,0.0001672029,0.000007055318,0.0001565199,0.00006000346,0.00007596769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3181329,"threshold_uncertainty_score":0.8761387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004601250779168016,"score_gpt":0.2062512147560977,"score_spread":0.2016499639769297,"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."}}