{"id":"W4386923990","doi":"10.1016/j.egyr.2023.09.058","title":"Hydrogen production by steam reforming of fusel oil over nickel deposited on pyrolyzed rice husk supports","year":2023,"lang":"en","type":"article","venue":"Energy Reports","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"School of Aerospace Science and Technology; Chulalongkorn University","keywords":"Husk; Pyrolysis; Fusel alcohol; Steam reforming; Materials science; Nickel; Catalysis; Hydrogen production; Pyrolysis oil; Hydrogen; Chemical engineering; Chemistry; Nuclear chemistry; Metallurgy; Organic chemistry; Alcohol","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":[0.0001003087,0.0002978559,0.0002202394,0.0003314536,0.0001290837,0.0002044412,0.0002815131,0.0001715442,0.0007904356],"category_scores_gemma":[0.0001579683,0.0001605253,0.0002731643,0.0002115936,0.0001561484,0.0002237267,0.0002065717,0.0002139877,0.000294279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950989,"about_ca_system_score_gemma":0.0001841954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179434,"about_ca_topic_score_gemma":0.004161979,"domain_scores_codex":[0.9999144,0.000005025044,0.000006411946,0.00001539,0.00003610173,0.00002257102],"domain_scores_gemma":[0.9999462,0.000005710551,0.0000120686,0.00000728229,0.000016545,0.00001212806],"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":[0.0001078585,0.00001516919,0.0004084259,0.00005583433,0.000008713716,0.0001044092,0.00003302426,0.0002169676,0.9969203,0.00009278521,0.00006139879,0.001975052],"study_design_scores_gemma":[0.000005443967,0.00009294578,0.001756103,0.000002993482,0.000007369644,0.00005088911,0.00002101275,0.001456373,0.9957622,0.0000105896,0.0008298492,0.000004261449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967811,0.0002741222,0.0009595543,0.00001992788,0.00001323452,0.000009360974,0.0001034667,0.00007386551,0.001765401],"genre_scores_gemma":[0.9974276,0.0001687821,0.0009460521,0.000005838165,0.000003050327,0.000004254247,0.0001521148,0.00001284028,0.001279346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179434,"threshold_uncertainty_score":0.004333496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007082186647005516,"score_gpt":0.2246030665099229,"score_spread":0.2175208798629174,"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."}}