{"id":"W2527620284","doi":"10.25560/4341","title":"Mechanisms of High Temperature Degradation of Thermal Barrier Coatings.","year":2009,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Materials Science; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Imperial College London","keywords":"Degradation (telecommunications); Thermal barrier coating; Materials science; Thermal; Composite material; Engineering; Coating; Physics; Electrical engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002538099,0.0007793356,0.001250641,0.0003866255,0.0001328658,0.00005652306,0.0005400238,0.001312787,0.0003155236],"category_scores_gemma":[0.0001360291,0.0007763344,0.000355434,0.0006798874,0.0000580359,0.000242573,0.000027671,0.000841593,0.00001398874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484159,"about_ca_system_score_gemma":0.0002593301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306048,"about_ca_topic_score_gemma":0.0003792903,"domain_scores_codex":[0.9968851,0.0001067302,0.001219994,0.0005103165,0.0007809931,0.0004969003],"domain_scores_gemma":[0.9982564,0.00005421903,0.0004739108,0.0006244378,0.0004405612,0.000150467],"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":[0.0002421983,0.00005453395,0.00001709672,0.0003843588,0.00006518398,0.00001805609,0.0004266359,0.0005347315,0.9907,0.006608406,0.0007199857,0.0002287995],"study_design_scores_gemma":[0.001274067,0.0004628018,0.001732881,0.0004602722,0.0002191283,0.000005269294,0.0002686817,0.00002084056,0.9943486,0.0003373715,0.0001461338,0.0007239658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926016,0.0002227258,0.00001172431,0.00001014359,0.004051855,0.000944969,0.0009062209,0.000288633,0.0009621558],"genre_scores_gemma":[0.9917461,0.00002806099,0.002151926,0.00002318622,0.0003885534,0.00007430463,0.002611504,0.0002053872,0.002771032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006271035,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005660896853380129,"score_gpt":0.2171946902036342,"score_spread":0.211533793350254,"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."}}