{"id":"W4320473012","doi":"10.1039/bk9781849734073-00327","title":"Methane for Transportation Fuel and Chemical Production","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Natural gas; Methane; Petrochemical; Waste management; Energy carrier; Liquefied petroleum gas; Combustion; Liquefied natural gas; Environmental science; Syngas; Associated petroleum gas; Process engineering; Hydrogen; Chemistry; 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":[0.0001574115,0.001025012,0.0004560492,0.00147832,0.0009054935,0.001625107,0.0007037346,0.001008094,0.09145508],"category_scores_gemma":[0.0002581223,0.0002807025,0.0003309715,0.001764631,0.0004438736,0.002288784,0.001213469,0.001554759,0.05088862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188572,"about_ca_system_score_gemma":0.0008207376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278898,"about_ca_topic_score_gemma":0.004076887,"domain_scores_codex":[0.99979,0.00001522457,0.000005583803,0.00004285435,0.0001256091,0.00002072447],"domain_scores_gemma":[0.9999497,0.000009448484,0.000004155293,0.000009873082,0.0000183907,0.0000084197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003217514,0.00005901211,0.00007396215,0.0008902862,0.000007595937,0.0001474474,0.0002923447,0.000486603,0.005931914,0.1608109,0.4344348,0.3968329],"study_design_scores_gemma":[6.989559e-7,0.000003371221,0.0000319594,0.00007374748,8.585326e-7,0.00007236102,0.00001190045,0.00003952243,0.0003946933,0.003178338,0.9961901,0.000002437108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001089787,0.07096782,0.006128053,0.002034369,0.002762516,0.0000743777,0.0006811987,0.000522194,0.9157397],"genre_scores_gemma":[0.00703247,0.03545739,0.005691729,0.0006486129,0.0005640811,0.00005698224,0.0007267564,0.0003094508,0.9495127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09145508,"threshold_uncertainty_score":0.3059477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051021803343523,"score_gpt":0.2361636900565665,"score_spread":0.2156534720231313,"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."}}