{"id":"W2590207156","doi":"10.1002/9781119251101.ch10","title":"NATURAL GAS CONVERSION","year":2017,"lang":"en","type":"other","venue":"","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Methane reformer; Steam reforming; Exothermic reaction; Partial oxidation; Endothermic process; Methane; Natural gas; Carbon dioxide reforming; Water-gas shift reaction; Sorbent; Chemical engineering; Chemistry; Catalysis; Waste management; Process engineering; Environmental science; Hydrogen production; Syngas; Engineering; 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":[0.0001132725,0.0004671036,0.0002912059,0.0007564166,0.0003980943,0.0007547871,0.0004106812,0.0003742122,0.03731664],"category_scores_gemma":[0.0001142432,0.000147371,0.0002851105,0.0006319158,0.0001920329,0.001009771,0.0006054759,0.0005609302,0.01593256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372538,"about_ca_system_score_gemma":0.0004516043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106099,"about_ca_topic_score_gemma":0.002803164,"domain_scores_codex":[0.9998407,0.000005428835,0.000004886284,0.00003028587,0.00009885814,0.0000198348],"domain_scores_gemma":[0.9999797,0.000002510139,0.000001968189,0.000003233877,0.000008432448,0.000004070288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001046991,0.000171345,0.0004653685,0.003518024,0.00003255155,0.0004818735,0.0001164113,0.001473483,0.113894,0.06456085,0.08909795,0.7260835],"study_design_scores_gemma":[0.000003627673,0.00003026923,0.0002421546,0.0001408316,0.00000494189,0.00024944,0.00002594237,0.000273828,0.0186587,0.002672869,0.97769,0.000007197502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01507261,0.1156319,0.01504281,0.001247292,0.002125399,0.0002038526,0.002742814,0.0007528089,0.8471804],"genre_scores_gemma":[0.196489,0.2307114,0.01868549,0.00127332,0.0009052706,0.0003427437,0.006181507,0.0005122323,0.544899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03731664,"threshold_uncertainty_score":0.1248366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008597204206708535,"score_gpt":0.2382904824250622,"score_spread":0.2296932782183537,"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."}}