{"id":"W2166864402","doi":"10.1115/1.4031338","title":"Supercritical Oxidation of Boiler Tube Materials","year":2015,"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","funders":"Academy of Finland","keywords":"Supercritical fluid; Boiler (water heating); Materials science; Oxide; Operating temperature; Steam pressure; Nuclear engineering; Metallurgy; Chemical engineering; Waste management; Thermodynamics","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":[0.000504979,0.00006101064,0.0001404035,0.0001513921,0.00002097787,0.00005862342,0.0001044844,0.00003376873,0.00001585645],"category_scores_gemma":[0.0006082982,0.00004995839,0.00001785839,0.0001988744,0.00009858107,0.0005381838,0.00001429292,0.00007170467,0.000004049663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940729,"about_ca_system_score_gemma":0.00002795024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001117647,"about_ca_topic_score_gemma":2.866019e-8,"domain_scores_codex":[0.9992387,0.000007117885,0.0002929504,0.00005799435,0.0002742141,0.0001290319],"domain_scores_gemma":[0.9994913,0.00004530973,0.000006730992,0.00004911246,0.0002154368,0.0001920719],"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":[0.000006379745,0.00001503496,0.00005500391,0.00007998563,0.00000587448,0.000004449003,0.0005244627,0.005639234,0.9883841,0.00454122,0.0001461451,0.0005981075],"study_design_scores_gemma":[0.0007637151,0.0003170751,0.00659227,0.0001665672,0.00003978633,0.0003568034,0.0007797444,0.07964061,0.9063258,0.0008888411,0.003811781,0.0003170465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997781,0.000192117,0.001179514,0.0001582996,0.0005234446,0.00001677672,0.000002015734,0.00002522626,0.0001215501],"genre_scores_gemma":[0.9980049,0.00005515581,0.001801802,0.00002277281,0.0001046914,2.543832e-7,2.435853e-7,0.000008927238,0.000001283794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08205835,"threshold_uncertainty_score":0.2037244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305748646736503,"score_gpt":0.2236426333199083,"score_spread":0.2105851468525433,"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."}}