{"id":"W4409501943","doi":"10.5006/c2022-18031","title":"Corrosion Performance of Austenitic Stainless Steels under Hydrodeoxygenation Upgrading of Pyrolysis Oils Using Supercritical Ethanol","year":2022,"lang":"en","type":"article","venue":"","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Western University","funders":"","keywords":"Supercritical fluid; Hydrodeoxygenation; Pyrolysis; Materials science; Metallurgy; Austenite; Ethanol; Corrosion; Pyrolysis oil; Chemical engineering; Catalysis; Chemistry; Microstructure; Organic 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":[0.0002227266,0.000118027,0.0002980682,0.0002556855,0.0001504277,0.00001020395,0.0001025099,0.00003269035,0.000213156],"category_scores_gemma":[0.00001583388,0.0001222091,0.00008962864,0.0005298913,0.00005098362,0.0001528303,0.0001027089,0.0001084614,0.000001395349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196298,"about_ca_system_score_gemma":0.00001827195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624291,"about_ca_topic_score_gemma":0.000004165784,"domain_scores_codex":[0.9988497,0.00003450592,0.00041949,0.0001426739,0.0003745443,0.0001790156],"domain_scores_gemma":[0.9995818,0.00007093132,0.00002667575,0.0001740271,0.0001125373,0.00003409542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007688453,0.00003443511,0.0007276147,0.0001392909,0.00003974348,5.248355e-7,0.0003947994,0.5076489,0.4900962,0.0007344376,0.00001449411,0.0001618032],"study_design_scores_gemma":[0.0002701283,0.00004452877,0.0006021498,0.00002287534,0.000107747,0.000006441865,0.00156744,0.5504454,0.4467257,0.00003764498,0.00001737101,0.0001526229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749292,0.0001662248,0.02373954,0.00002541086,0.000113695,0.00009689757,0.0000259048,0.00006370077,0.0008393982],"genre_scores_gemma":[0.9994373,0.0000551179,0.0003498336,0.0000160348,0.00001736884,0.00001453917,0.00002236789,0.00002402806,0.00006345183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04337052,"threshold_uncertainty_score":0.4983542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178763747899368,"score_gpt":0.2343357398100899,"score_spread":0.2125481023310962,"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."}}