{"id":"W4405576967","doi":"10.1007/s10311-024-01793-5","title":"Hydrothermal gasification of waste biomass and plastics into hydrogen-rich syngas: a review","year":2024,"lang":"en","type":"review","venue":"Environmental Chemistry Letters","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Research Nova Scotia; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Syngas; Waste management; Biomass (ecology); Petrochemical; Raw material; Steam reforming; Syngas to gasoline plus; Environmental science; Fossil fuel; Substitute natural gas; Methanation; Hydrogen production; Methane; Hydrogen; Chemistry; Organic chemistry; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004819478,0.001128244,0.001208549,0.001617183,0.0001900687,0.0007955848,0.0006434286,0.0007013017,0.001468633],"category_scores_gemma":[0.0003933284,0.0004288406,0.0004913028,0.002069691,0.0003128555,0.00133209,0.0007334198,0.0008596403,0.0008782633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037809,"about_ca_system_score_gemma":0.0008583766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007921521,"about_ca_topic_score_gemma":0.002331767,"domain_scores_codex":[0.9998847,0.00001014843,0.00001611755,0.00002830122,0.00004207393,0.0000186017],"domain_scores_gemma":[0.9998491,0.00005572225,0.0000301403,0.000006131309,0.00004125352,0.00001766175],"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":[0.0001408917,0.0001321752,0.0002292012,0.04680938,0.0002540547,0.0002700128,0.00008878078,0.0009986481,0.01695267,0.003137687,0.01797219,0.9130144],"study_design_scores_gemma":[0.00003739895,0.0002645409,0.001063,0.003400292,0.0003680543,0.0006126132,0.0000953084,0.0002481859,0.00796684,0.001293125,0.9846033,0.00004719593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004178586,0.9986242,0.0002170662,0.00009347268,0.0001482964,0.000005410783,0.00002276936,0.000006175784,0.0004648712],"genre_scores_gemma":[0.001365013,0.9977063,0.0002177157,0.00007883905,0.00007481087,0.000006553829,0.00002817355,0.000001640839,0.0005208467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001617183,"threshold_uncertainty_score":0.004913032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009829080532062998,"score_gpt":0.2238945461261624,"score_spread":0.2140654655940994,"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."}}