{"id":"W2320593493","doi":"10.1021/jf300787b","title":"Hemicelluloses Prior to Aspen Chemithermomechanical Pulping: Pre-Extraction, Separation, and Characterization","year":2012,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of New Brunswick","funders":"","keywords":"Xylan; Hemicellulose; Chemistry; Extraction (chemistry); Organosolv; Acetic acid; Acid hydrolysis; Hydrolysis; Sulfuric acid; Pulp (tooth); Thermogravimetric analysis; Xylose; Kraft process; Chromatography; Nuclear chemistry; Lignin; Organic chemistry; Materials science; Kraft paper; Fermentation","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":[0.0001871246,0.0005234418,0.0003079808,0.0003899371,0.0003001739,0.0003425133,0.0002072735,0.0002964103,0.001374071],"category_scores_gemma":[0.0002861147,0.0001505163,0.0001904582,0.0006406018,0.0002237502,0.0005075175,0.000160245,0.0006439114,0.000429618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870718,"about_ca_system_score_gemma":0.0003155362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009474669,"about_ca_topic_score_gemma":0.002332536,"domain_scores_codex":[0.9998343,0.00001231597,0.000008866215,0.00003621642,0.00007849988,0.00002980781],"domain_scores_gemma":[0.9998913,0.00002509798,0.000020395,0.00001073614,0.00003285839,0.00001953647],"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":[0.00005749398,0.00002447986,0.0003710705,0.00006000333,0.000003405806,0.00006738163,0.00002214152,0.00006662426,0.9954821,0.00003743253,0.00001573748,0.003792117],"study_design_scores_gemma":[0.000002271737,0.00007586267,0.007149225,0.000005593434,0.000006588728,0.00009040052,0.00002746146,0.0001990351,0.9910517,0.00002583296,0.001361693,0.000004282296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820408,0.001564186,0.01251219,0.00002855465,0.00002074689,0.0001324718,0.0006166644,0.00006360759,0.003020872],"genre_scores_gemma":[0.9711432,0.002186724,0.01791024,0.00007709963,0.00001929657,0.0001436215,0.001759323,0.00007135973,0.006689047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001374071,"threshold_uncertainty_score":0.00459671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007985938832351231,"score_gpt":0.2112660084272065,"score_spread":0.2032800695948553,"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."}}