{"id":"W3131512881","doi":"10.1002/adsu.202000275","title":"Conversion of Lignocellulosic Biomass to Reducing Sugars in High Pressure and Supercritical Fluids: Greener Alternative for Biorefining of Renewables","year":2021,"lang":"en","type":"article","venue":"Advanced Sustainable Systems","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Dalhousie University","funders":"","keywords":"Biorefining; Supercritical fluid; Lignocellulosic biomass; Chemistry; Biorefinery; Supercritical carbon dioxide; Biomass (ecology); Pulp and paper industry; Enzymatic hydrolysis; Biofuel; Hydrolysis; Organic chemistry; Waste management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000150328,0.0003301861,0.0003857419,0.0006097337,0.0001326847,0.0004420503,0.0001787019,0.0003516621,0.001011497],"category_scores_gemma":[0.0000698252,0.0001242954,0.0004814223,0.0006101575,0.0002142335,0.000573603,0.0002258839,0.0004243877,0.0003926917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203117,"about_ca_system_score_gemma":0.0002841268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007592891,"about_ca_topic_score_gemma":0.001350402,"domain_scores_codex":[0.9999026,0.00001646536,0.000006821132,0.0000121496,0.0000463367,0.00001563324],"domain_scores_gemma":[0.9999725,0.000004942351,0.000006196378,0.000002585144,0.0000104735,0.000003335212],"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":[0.0001211705,0.000129995,0.0003600531,0.002828392,0.00009972214,0.0005660522,0.00007390478,0.003500032,0.8762328,0.00872658,0.001090438,0.1062707],"study_design_scores_gemma":[0.00002355659,0.0005329275,0.002676239,0.0003921227,0.0001397557,0.0008149472,0.0001701567,0.006773181,0.8344407,0.003806243,0.1501773,0.00005285616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4602282,0.4697002,0.03321743,0.001176596,0.0006292667,0.00008580161,0.0003376117,0.0001760077,0.03444891],"genre_scores_gemma":[0.7968989,0.1785399,0.01052179,0.0003031197,0.0002054518,0.00004988363,0.0002798027,0.00002498594,0.0131762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001011497,"threshold_uncertainty_score":0.003383756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005967475123229945,"score_gpt":0.2139815022563038,"score_spread":0.2080140271330739,"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."}}