{"id":"W3014846434","doi":"10.1002/9781119152057.ch15","title":"Biotechnological Production of Fuel Hydrogen and Its Market Deployment","year":2020,"lang":"en","type":"other","venue":"","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biohydrogen; Dark fermentation; Hydrogen production; Fossil fuel; Hydrogen; Environmental science; Renewable energy; Biofuel; Hydrogen fuel; Biochemical engineering; Waste management; Biomass (ecology); Renewable fuels; Fermentative hydrogen production; Combustion; Pulp and paper industry; Chemistry; Engineering; Ecology; Organic chemistry; Biology","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":[0.001265153,0.0005079492,0.000140166,0.001436138,0.0003973233,0.00171325,0.0005792767,0.0007671721,0.01894903],"category_scores_gemma":[0.0007360714,0.0001258833,0.0002779509,0.001037088,0.000478181,0.002032552,0.0009410904,0.0008622471,0.006889699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933998,"about_ca_system_score_gemma":0.001112721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363699,"about_ca_topic_score_gemma":0.002130601,"domain_scores_codex":[0.999519,0.00004531089,0.00001335986,0.0000675768,0.0002864602,0.00006828475],"domain_scores_gemma":[0.9996759,0.00003610544,0.00003527919,0.00002695594,0.0001366156,0.0000892084],"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":[0.0003110249,0.0003283817,0.000970395,0.001014064,0.00001439826,0.0003937913,0.00008936957,0.001506141,0.1394089,0.1051196,0.0599568,0.6908872],"study_design_scores_gemma":[0.00001385472,0.0003518412,0.0007883843,0.0001532869,0.000006049169,0.0001704178,0.0001330322,0.001183974,0.05699543,0.008151937,0.9320342,0.00001767477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06897707,0.05817996,0.02555455,0.01536343,0.0027706,0.0002392475,0.002822505,0.000863358,0.8252292],"genre_scores_gemma":[0.4874809,0.1483508,0.05736897,0.003692279,0.001165458,0.000306628,0.007373633,0.0005709398,0.2936904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01894903,"threshold_uncertainty_score":0.06339085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101953961204999,"score_gpt":0.1906886547926777,"score_spread":0.1804932586721777,"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."}}