{"id":"W4404474117","doi":"10.1007/978-3-031-67398-6_88","title":"Dry and Wet Air Oxidation Study of Next Generation Chromia-Forming Heat Resistant Alloy","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":"McMaster University","funders":"","keywords":"Chromia; Alloy; Metallurgy; Materials science","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":[0.00007967187,0.0001158653,0.0001792569,0.0001520529,0.0001971595,0.000215929,0.0002812181,0.0001856276,0.001241428],"category_scores_gemma":[0.000097027,0.00008791182,0.0001792734,0.0001664059,0.000152153,0.0002290341,0.0000971948,0.0002047526,0.0001844309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733599,"about_ca_system_score_gemma":0.00009795974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265487,"about_ca_topic_score_gemma":0.003464293,"domain_scores_codex":[0.9999346,0.000004129206,0.000001278495,0.00001148036,0.00003796253,0.00001059431],"domain_scores_gemma":[0.9999554,0.000009883208,0.000005232514,0.000006012384,0.00001990833,0.000003512656],"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":[0.0001213169,0.00003056151,0.0006814287,0.0001333223,0.00000948711,0.00009089156,0.000158313,0.0007843623,0.9887438,0.0008484012,0.0005335431,0.007864704],"study_design_scores_gemma":[0.000008149009,0.0005227068,0.01553269,0.00001348607,0.00002785033,0.0002367342,0.0002541643,0.01581124,0.9604066,0.0002635051,0.006909172,0.0000137587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872695,0.002919397,0.001550339,0.00004391631,0.00003926262,0.00001201075,0.0001130855,0.00003669219,0.008015738],"genre_scores_gemma":[0.9845496,0.0008573396,0.001344671,0.00001761435,0.000008710484,0.000004519741,0.0001351979,0.00002431851,0.01305798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002265487,"threshold_uncertainty_score":0.004504681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791693210550592,"score_gpt":0.2340686759558459,"score_spread":0.20615174385034,"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."}}