{"id":"W4404495061","doi":"10.1007/978-3-031-67398-6_79","title":"An Investigation of Thermally Sprayed Aluminum (TSA) Coating Failure Mechanism Under Corrosion under Insulation (CUI) and Submerged Conditions","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coating; Materials science; Aluminium; Corrosion; Mechanism (biology); Composite material; Metallurgy; Failure mechanism; Forensic engineering; Engineering","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":[0.00006308284,0.0001770059,0.000192011,0.0002171631,0.0001923788,0.0002090463,0.0003861483,0.0002470218,0.001542159],"category_scores_gemma":[0.0001043281,0.0001342762,0.0002639805,0.0002605705,0.0001663913,0.0002903402,0.00009866125,0.0002857355,0.0003765625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919927,"about_ca_system_score_gemma":0.0001505376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070518,"about_ca_topic_score_gemma":0.001780891,"domain_scores_codex":[0.9999381,0.000002436633,0.000001343844,0.00001111927,0.00003848896,0.000008438984],"domain_scores_gemma":[0.999928,0.00001847914,0.000008762288,0.000007824373,0.00003246665,0.00000447817],"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":[0.00003554462,0.00001733263,0.0004100749,0.0001225051,0.000004651058,0.0001938646,0.00008418866,0.0004136884,0.9849546,0.0005258541,0.0002981635,0.01293941],"study_design_scores_gemma":[0.000003310025,0.0005090383,0.01098551,0.00001657935,0.0000239492,0.000880161,0.0001445752,0.009187557,0.9721442,0.0003837402,0.005705935,0.00001530158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518529,0.008119897,0.0206167,0.00007899901,0.0001053478,0.00004018987,0.0001801805,0.0002710216,0.01873492],"genre_scores_gemma":[0.9621388,0.003304461,0.008882336,0.00003211084,0.0000166074,0.00001348814,0.0001931345,0.00005459494,0.02536458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542159,"threshold_uncertainty_score":0.00515902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597135151502758,"score_gpt":0.2299792534851032,"score_spread":0.2140079019700756,"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."}}