{"id":"W2602105028","doi":"10.1149/ma2011-02/4/224","title":"Liquid Hydrocarbons Steam Reforming with Nickel-Alumina Spinel Catalyst for Solid Oxyde Fuel Cell Application","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Spinel; Steam reforming; Nickel; Catalysis; Materials science; Chemical engineering; Fuel cells; Waste management; Metallurgy; Chemistry; Hydrogen production; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001076268,0.0001570825,0.0002533727,0.0002392832,0.0002023288,0.0002688794,0.0002251421,0.0002062415,0.002442148],"category_scores_gemma":[0.0001836306,0.00007507311,0.0001882758,0.0002093553,0.0001412343,0.0003309986,0.0001507862,0.0002196482,0.0006358876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552333,"about_ca_system_score_gemma":0.0002261558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393191,"about_ca_topic_score_gemma":0.003097111,"domain_scores_codex":[0.9999295,0.000009250405,0.000006207077,0.000008736285,0.00002809783,0.00001810558],"domain_scores_gemma":[0.9999651,0.000007131111,0.000004307788,0.000003706791,0.00001278658,0.000006989096],"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":[0.0004701237,0.0000472567,0.000326038,0.000193816,0.00001260367,0.00009029362,0.00004357628,0.0002314841,0.9901167,0.0002235893,0.0002723811,0.007972135],"study_design_scores_gemma":[0.0000146002,0.0002185661,0.000710858,0.000005173811,0.00001198446,0.00003887515,0.00002992244,0.001133356,0.9959996,0.00003042532,0.001803384,0.000003276203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922598,0.001410026,0.00157349,0.0001248822,0.00005152716,0.00002702544,0.0001266656,0.00009031354,0.004336273],"genre_scores_gemma":[0.9964123,0.0004241175,0.0004836789,0.00001183923,0.000008689763,0.000004396112,0.0001248828,0.00001322494,0.002516864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002442148,"threshold_uncertainty_score":0.00816983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066674580611837,"score_gpt":0.2582385493125277,"score_spread":0.2375718035064093,"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."}}