{"id":"W2085091820","doi":"10.1007/s11085-012-9289-3","title":"Comparison of Short-Term Oxidation Behavior of Model and Commercial Chromia-Forming Ferritic Stainless Steels in Dry and Wet Air","year":2012,"lang":"en","type":"article","venue":"Oxidation of Metals","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Chromia; Metallurgy; Materials science; Oxide; Alloy; Spinel; Electron microprobe","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":[0.0004393833,0.0001461182,0.0004562127,0.0002229313,0.00002732972,0.000008833947,0.00007674787,0.0001267598,0.000009673832],"category_scores_gemma":[0.00003814242,0.0001581262,0.00003365388,0.0001419749,0.00007435734,0.0004295837,0.00003692992,0.0001233565,3.09218e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003933721,"about_ca_system_score_gemma":0.00001555783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002124048,"about_ca_topic_score_gemma":0.00005021253,"domain_scores_codex":[0.9988352,0.00005489801,0.0006093925,0.0001147672,0.0002173637,0.000168388],"domain_scores_gemma":[0.9994962,0.00006882539,0.000130251,0.0001687196,0.00007599082,0.00005999393],"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":[0.000005955543,0.00009182267,0.2072373,0.0001926528,0.00001032132,1.745033e-7,0.001403383,0.002728387,0.7870125,0.0001860058,0.000004317135,0.001127162],"study_design_scores_gemma":[0.0002739105,0.00002684523,0.3999191,0.00008765241,0.00007743414,9.380311e-7,0.0001902528,0.002166938,0.5971433,0.000004329861,0.000003570672,0.0001057545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981344,0.0002358215,0.001154747,0.000005981427,0.00007792834,0.0003027955,0.00002727676,0.00002563672,0.00003535385],"genre_scores_gemma":[0.9972537,0.00002345336,0.002581801,0.000002032582,0.00002051213,0.00002505921,0.00006129028,0.00002378027,0.000008423814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1926818,"threshold_uncertainty_score":0.6448201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427167242891945,"score_gpt":0.3239084329634992,"score_spread":0.2796367605345798,"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."}}