{"id":"W2015604328","doi":"10.1007/s11085-012-9333-3","title":"Three-Dimensional Damage Evolution Measurement in EB-PVD TBCs Using Synchrotron Laminography","year":2012,"lang":"en","type":"article","venue":"Oxidation of Metals","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Synchrotron radiation; Thermal barrier coating; Coating; Nial; Synchrotron; Phase (matter); Composite material; Intermetallic; Optics","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":[0.0006443193,0.0001077109,0.0001790949,0.0001850248,0.00002080712,0.00001221441,0.00005972037,0.00005999625,0.0001434418],"category_scores_gemma":[0.000026023,0.0001044736,0.00004676688,0.0001734451,0.00001844655,0.0004006682,0.00001597369,0.0000426824,0.00001262959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009239581,"about_ca_system_score_gemma":0.00001175854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172753,"about_ca_topic_score_gemma":0.00003695878,"domain_scores_codex":[0.9991063,0.00003542892,0.0002898466,0.00008824556,0.0003012566,0.0001789506],"domain_scores_gemma":[0.9996681,0.00001604863,0.00007486665,0.0001369483,0.00006479534,0.00003928598],"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":[0.000004100878,0.00002846963,0.005832804,0.00005842298,0.00002588817,1.346601e-7,0.00003665875,0.003505293,0.9901108,0.000203184,0.00004667521,0.0001475977],"study_design_scores_gemma":[0.0004099798,0.00001874987,0.1995347,0.0001251888,0.00005598629,0.0000026107,0.00005367768,0.01533133,0.7837226,0.0002612963,0.0002595143,0.0002243874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950486,0.001421204,0.002676426,0.000004804419,0.0005031921,0.0001389597,0.000005544511,0.00004725302,0.0001540271],"genre_scores_gemma":[0.9963266,0.000006332348,0.003535225,0.000007044957,0.00008794964,0.000007583677,0.00001311076,0.0000149101,0.00000121621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063882,"threshold_uncertainty_score":0.4260309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415297395860837,"score_gpt":0.2423070612202834,"score_spread":0.198154087261675,"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."}}