{"id":"W2040750505","doi":"10.1007/s11085-009-9172-z","title":"Oxidation Behavior of Ni–Cr–Fe-Based Alloys: Effect of Alloy Microstructure and Silicon Content","year":2009,"lang":"en","type":"article","venue":"Oxidation of Metals","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Chemicals (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Oxide; Microstructure; Eutectic system; Austenite; Alloy; Metallurgy; Diffusion; Silicon; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003593118,0.0002061529,0.0004761511,0.000179351,0.00002161555,0.00001418359,0.0001184689,0.000167715,0.00004185938],"category_scores_gemma":[0.0001274327,0.0001875014,0.00009753067,0.0001844088,0.00006250388,0.000146226,0.00001025619,0.0001069807,0.000001404904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002691362,"about_ca_system_score_gemma":0.00001593316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002036724,"about_ca_topic_score_gemma":0.000006194333,"domain_scores_codex":[0.9987829,0.00009741541,0.0005430738,0.0001797964,0.0002614057,0.0001354242],"domain_scores_gemma":[0.9991799,0.0000984498,0.0002412436,0.0002751875,0.0001529213,0.00005231668],"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":[0.00002920723,0.00003608168,0.004013264,0.0001360492,0.00002446425,8.583141e-7,0.0001018289,0.000887111,0.9937906,0.00005266676,0.00004488968,0.0008830225],"study_design_scores_gemma":[0.0008238875,0.0003067926,0.1070361,0.00008692044,0.0001746602,0.000002326071,0.00001238231,0.00006108607,0.8913366,0.000003937395,0.0000287051,0.0001266506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987319,0.0001866169,0.0002946438,0.00002702399,0.0001468597,0.0004979951,0.00003294361,0.00006539036,0.00001667589],"genre_scores_gemma":[0.9980486,0.00001480636,0.001710862,0.00001131618,0.00001678173,0.00001702046,0.000126831,0.00002275479,0.00003101175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030228,"threshold_uncertainty_score":0.7646086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241589728734025,"score_gpt":0.2404476863036596,"score_spread":0.2280317890163194,"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."}}