{"id":"W2994342889","doi":"10.1002/srin.201900536","title":"Influence of Nickel on High‐Temperature Oxidation and Characteristics of Oxide Layers in Two High‐Strength Steels","year":2019,"lang":"en","type":"article","venue":"steel research international","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Oxide; Materials science; Alloy; Thermogravimetry; Microstructure; Diffusion; Metallurgy; Layer (electronics); Scanning electron microscope; High-temperature corrosion; Oxygen; Activation energy; Nickel; Analytical Chemistry (journal); Chemical engineering; Composite material; Chemistry; Thermodynamics; Physical chemistry","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":[0.0005859771,0.0001443598,0.0002358902,0.0005260438,0.00002202517,0.00004182027,0.0003265427,0.0001040026,0.00006745646],"category_scores_gemma":[0.0003376935,0.0001434427,0.00002842151,0.0003211861,0.00009823035,0.0002239961,0.00008711719,0.0006072138,0.00002560636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170146,"about_ca_system_score_gemma":0.00006723434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001846433,"about_ca_topic_score_gemma":0.00005140285,"domain_scores_codex":[0.9981604,0.00009480242,0.0004118759,0.0002416798,0.0008408614,0.0002503312],"domain_scores_gemma":[0.9988474,0.000327937,0.00007395328,0.0002644096,0.0004187418,0.00006752785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005832688,0.00005744942,0.04953043,0.00008944117,0.00002655216,0.000006959793,0.0002316264,0.01178904,0.9311811,0.006758331,0.00009200373,0.0001787413],"study_design_scores_gemma":[0.0007994155,0.00009614367,0.6034043,0.00035563,0.000003015504,0.00000204974,0.0000693911,0.0002707453,0.3946557,0.00005974683,0.0001578418,0.0001259846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989977,0.00001296056,0.000001927586,0.00008659835,0.0002541051,0.0002631831,0.0001356229,0.00002891971,0.0002189502],"genre_scores_gemma":[0.9990413,0.00005203978,0.0002919201,0.000009530801,0.00005341084,0.00002079892,0.00009036347,0.00002739264,0.0004133123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.553874,"threshold_uncertainty_score":0.5849423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456983762497736,"score_gpt":0.3172425727789549,"score_spread":0.3026727351539775,"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."}}