{"id":"W4361283832","doi":"10.1016/j.fuel.2023.128136","title":"Catalytically efficient Co-CoOx-Al2O3 interface for mild temperature fatty alcohol production via fatty acid transfer hydrogenation","year":2023,"lang":"en","type":"article","venue":"Fuel","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Henan Provincial Science and Technology Research Project; Fundamental Research Funds for the Central Universities","keywords":"Catalysis; Transfer hydrogenation; Dehydrogenation; Alcohol; Chemistry; Oleic acid; Hydrogen; Yield (engineering); Methanol; Chemical engineering; Fatty acid; Hydrogen production; Biomass (ecology); Fatty alcohol; Organic chemistry; Materials science","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":[0.0002958952,0.0002302245,0.0002069436,0.000227582,0.0001428284,0.00003866223,0.0001920183,0.0001814519,0.00002953927],"category_scores_gemma":[0.00005135084,0.0002299177,0.0001672425,0.0005736682,0.00003912289,0.0001340391,0.00004848347,0.0001648613,0.0003486421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835564,"about_ca_system_score_gemma":0.00001383884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006833258,"about_ca_topic_score_gemma":0.0000289592,"domain_scores_codex":[0.9986666,0.00001683919,0.0002732475,0.0004000718,0.000296823,0.0003463537],"domain_scores_gemma":[0.9994054,0.00003169673,0.00001824366,0.0003597056,0.00009324072,0.00009172592],"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":[0.00004804178,0.00003764982,0.00005820692,0.0002878799,0.00009510841,0.00000223931,0.0009435505,0.01754593,0.9752732,0.00002083158,0.004469195,0.001218178],"study_design_scores_gemma":[0.0005070653,0.00002981783,0.0006520185,0.00003168724,0.00006691832,0.000008089972,0.00007843247,0.08360589,0.9116681,0.00003101306,0.003058659,0.0002623121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969083,0.0002396089,0.02667958,0.0005461146,0.001273671,0.0009194299,0.0001277674,0.0009512948,0.0001795397],"genre_scores_gemma":[0.9984047,0.00002387232,0.0002021575,0.00002728922,0.0001705169,0.000102262,0.0007945216,0.00006419354,0.0002104828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06605995,"threshold_uncertainty_score":0.9375773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416542905440045,"score_gpt":0.2464752391910781,"score_spread":0.2323098101366776,"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."}}