{"id":"W2748454210","doi":"10.1115/1.4037668","title":"Microstructure Study of NiCrAlY and FeCrAlY Exposed to Superheated Steam at 800 °C","year":2017,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Queen's University","funders":"","keywords":"Materials science; Supercritical fluid; Metallurgy; Spinel; Coating; Grain boundary; Boiler (water heating); Microstructure; Corrosion; Oxide; Cladding (metalworking); Superheating; Composite material; Waste management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002241455,0.00008058827,0.0001694247,0.0001387898,0.0001639748,0.0001316527,0.0001931722,0.00003013737,0.000006493239],"category_scores_gemma":[0.0002830245,0.0000638085,0.00001745459,0.0001044156,0.00008329004,0.000398928,0.00005509462,0.00009873932,0.000001055583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002817099,"about_ca_system_score_gemma":0.000009571349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003156545,"about_ca_topic_score_gemma":0.000001165033,"domain_scores_codex":[0.9993262,0.000004993497,0.0002339361,0.00009539982,0.0001986077,0.0001408195],"domain_scores_gemma":[0.9995377,0.00003166545,0.00002135059,0.0001138757,0.0001047066,0.0001906811],"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":[0.0000205378,0.00003438134,0.004096209,0.00008946143,0.00002058042,0.00001290449,0.003638071,0.0118992,0.9775732,0.00007105182,0.00006995375,0.002474419],"study_design_scores_gemma":[0.00263303,0.001609974,0.773837,0.0002661903,0.00009131512,0.0004250034,0.002688035,0.09673343,0.1187187,0.0001025791,0.002262816,0.0006319631],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993006,0.000160919,0.00005116805,0.0001373469,0.0002506927,0.00004957776,0.000001947122,0.00001683561,0.00003090549],"genre_scores_gemma":[0.9993997,0.00005176181,0.0004693489,0.00001929049,0.00004387158,3.261978e-7,6.122735e-8,0.000009904676,0.000005721702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8588546,"threshold_uncertainty_score":0.2602035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009341902475196763,"score_gpt":0.2301337490713433,"score_spread":0.2207918465961466,"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."}}