{"id":"W2904527024","doi":"10.1088/2399-6528/aaf602","title":"A physics-based model of temperature-exposure-dependent interfacial fracture toughness of thermal barrier coatings","year":2018,"lang":"en","type":"article","venue":"Journal of Physics Communications","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Composite material; Fracture toughness; Toughness; Thermal barrier coating; Oxide; Delamination (geology); Metallurgy; Layer (electronics)","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":[0.0004519185,0.0007733878,0.0006389521,0.0007113558,0.0003314821,0.0005368778,0.001731777,0.001507674,0.001250798],"category_scores_gemma":[0.001127002,0.0005140871,0.001119227,0.0004035135,0.0006047116,0.001126283,0.0004607256,0.0009400988,0.0003306006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008930192,"about_ca_system_score_gemma":0.0009569807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007715072,"about_ca_topic_score_gemma":0.004786877,"domain_scores_codex":[0.9997416,0.00003324594,0.00001291886,0.00005771543,0.00012471,0.00002992339],"domain_scores_gemma":[0.9997495,0.0001008927,0.00003609667,0.0000273659,0.00007743232,0.000008711768],"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":[0.00002389545,0.00005476132,0.0004966615,0.0001261087,0.00002310934,0.000224576,0.00009348088,0.9407313,0.04326184,0.009602735,0.0002455674,0.005115986],"study_design_scores_gemma":[0.000002007793,0.000008600191,0.0002232047,0.000002737976,0.000003281081,0.0000236243,0.000002834593,0.9979259,0.001094481,0.0005537968,0.000154927,0.000004605169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.110266,0.00123612,0.8731186,0.0003627803,0.000114354,0.0003043881,0.000392486,0.0003699825,0.01383525],"genre_scores_gemma":[0.943747,0.001532339,0.040672,0.0001203803,0.00005698928,0.0006316478,0.0002278745,0.0001324282,0.01287927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007715072,"threshold_uncertainty_score":0.01534033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267022606987642,"score_gpt":0.272189920189728,"score_spread":0.2495196941198516,"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."}}