{"id":"W4404319280","doi":"10.5006/4643","title":"Corrosion Ferritic Stainless Steel in a Simulated Hydrothermal Liquefaction Bioconversion Aqueous Solution: Effect of Surface Cr Content","year":2024,"lang":"en","type":"article","venue":"CORROSION","topic":"Coal Combustion and Slurry Processing","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Corrosion; Bioconversion; Aqueous solution; Metallurgy; Liquefaction; Hydrothermal circulation; Materials science; Chemistry; Chemical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003537406,0.000530895,0.0005789619,0.0001138116,0.0001518825,0.0003583032,0.000341587,0.0004078784,0.0006064374],"category_scores_gemma":[0.0005060671,0.0002100461,0.0002727,0.0002044578,0.0001739029,0.0002641222,0.0001684022,0.0003624613,0.0001609941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507616,"about_ca_system_score_gemma":0.0004279207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006778468,"about_ca_topic_score_gemma":0.01010977,"domain_scores_codex":[0.9996268,0.00009310633,0.00004110997,0.00007181565,0.0001095427,0.00005767557],"domain_scores_gemma":[0.9996942,0.00006990466,0.00006382051,0.0000141147,0.0001259809,0.00003199086],"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":[0.0002555284,0.00002018394,0.0001602205,0.00005973088,0.000006706926,0.00002265088,0.00002397988,0.0001183761,0.9984647,0.000008558791,0.000009547939,0.0008498234],"study_design_scores_gemma":[0.000009671011,0.0007423474,0.0009720268,0.000004735306,0.0000181593,0.00003212797,0.00003427363,0.0007213319,0.9971712,0.000004809624,0.0002846694,0.000004634683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980142,0.0005453916,0.0009233414,0.00003276279,0.00001345489,0.00001944483,0.00008695888,0.00001726521,0.0003471989],"genre_scores_gemma":[0.9952871,0.0006863655,0.002656641,0.00002380926,0.000008178933,0.00001545507,0.0002034496,0.00001213152,0.001106829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006778468,"threshold_uncertainty_score":0.01347804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748056557401702,"score_gpt":0.2439228130854811,"score_spread":0.226442247511464,"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."}}