{"id":"W2316829324","doi":"10.1021/acssuschemeng.5b00908","title":"Solvolytic Liquefaction of Bark: Understanding the Role of Polyhydric Alcohols and Organic Solvents on Polyol Characteristics","year":2015,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mitacs; FPInnovations","keywords":"Chemistry; Polyol; Liquefaction; Organic chemistry; Acetone; Solvent; Yield (engineering); Tetrahydrofuran; Cyclohexanone; Catalysis; Materials science; Polyurethane","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":[0.000195511,0.0004134556,0.0002765787,0.0002976564,0.0001132634,0.0003467324,0.0001013683,0.0002729922,0.0006505654],"category_scores_gemma":[0.0001522004,0.0001304109,0.0002130502,0.0003508454,0.0001983992,0.0007318974,0.0001548444,0.0005677972,0.0001502101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112894,"about_ca_system_score_gemma":0.0001476419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009829617,"about_ca_topic_score_gemma":0.001606219,"domain_scores_codex":[0.9999183,0.00000861945,0.000007475009,0.00001537518,0.00002096936,0.00002915283],"domain_scores_gemma":[0.9998809,0.00003803453,0.00003802165,0.000004747318,0.00002283457,0.00001541431],"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":[0.00004902225,0.00001059594,0.0007682783,0.00008194062,0.000003692636,0.00003079788,0.0000372778,0.0001442964,0.9969783,0.00002363072,0.00000553062,0.001866695],"study_design_scores_gemma":[0.000001968317,0.00008740446,0.01140267,0.00001470026,0.00001272264,0.00004403694,0.0001154744,0.001313676,0.9865208,0.00004314708,0.0004373429,0.000006071089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936742,0.00270914,0.002702553,0.00005938616,0.000004213284,0.00001091807,0.0001903862,0.00001820739,0.0006310192],"genre_scores_gemma":[0.9964973,0.001498352,0.001282839,0.00003758986,0.000003308297,0.0000142417,0.0001663453,0.000008801821,0.0004912393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009829617,"threshold_uncertainty_score":0.002176344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008572633627346605,"score_gpt":0.1837811425329664,"score_spread":0.1752085089056198,"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."}}