{"id":"W1606995771","doi":"10.1002/9780470974001.f302012","title":"Catalyst development and kinetics for methanol fuel processing","year":2010,"lang":"en","type":"other","venue":"Handbook of Fuel Cells","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Catalysis; Methanol; Steam reforming; Hydrogen; Water-gas shift reaction; Chemistry; Chemical engineering; Elementary reaction; Kinetics; Hydrogen production; Chemical kinetics; Thermodynamics; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001686323,0.0004268115,0.0006938951,0.0003142039,0.00002119313,0.00001750389,0.0002702257,0.0005640957,0.0001632787],"category_scores_gemma":[0.00005472988,0.0003903293,0.0001249486,0.0001050831,0.00009773888,0.00004249922,0.0001313523,0.000312867,0.00002062084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006361207,"about_ca_system_score_gemma":0.00009994805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004769439,"about_ca_topic_score_gemma":0.0001219006,"domain_scores_codex":[0.9984064,0.000006337815,0.0004866953,0.0004299584,0.000280712,0.0003898958],"domain_scores_gemma":[0.9989521,0.00007408891,0.0003897569,0.0003670896,0.00007087149,0.0001461294],"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":[0.00001745096,0.00005288358,0.000001909376,0.009998035,0.0001492619,0.000004003662,0.0006084484,0.000002187396,0.9489522,0.00001468002,0.00153314,0.0386658],"study_design_scores_gemma":[0.0003919448,0.00001458807,2.475952e-7,0.001003122,0.00009744754,0.000006175383,0.00001750705,0.00005584981,0.6062073,0.00001760935,0.3918906,0.0002975428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002481903,0.1955053,0.07608674,0.00004531828,0.002695445,0.005525949,0.0006864805,0.001512114,0.7154607],"genre_scores_gemma":[0.004167189,0.001148916,0.2273188,0.00004022887,0.001026285,0.0002771947,0.0005030052,0.002039978,0.7634784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3903575,"threshold_uncertainty_score":0.9998549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330360457895134,"score_gpt":0.236849496212328,"score_spread":0.2235458916333766,"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."}}