{"id":"W2976350882","doi":"10.3390/polym11101558","title":"Combined Treatments Consisting of Calcium Hydroxide and Activate Carbon for Purification of Xylo-Oligosaccharides of Pre-Hydrolysis Liquor","year":2019,"lang":"en","type":"article","venue":"Polymers","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Chemistry; Furfural; Lignin; Xylose; Acetic acid; Hydrolysis; Hemicellulose; Adsorption; Calcium hydroxide; Activated carbon; Nuclear chemistry; Chromatography; Zeta potential; Organic chemistry; Fermentation; Chemical engineering; Catalysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006792093,0.00008724452,0.0002061485,0.00009434882,0.00001163965,0.000002175849,0.0000448524,0.00006110751,0.00001585656],"category_scores_gemma":[0.00001478275,0.00008235166,0.00004710266,0.0000929731,0.0000474366,0.00004760034,0.00001087653,0.00003033739,3.328887e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001730704,"about_ca_system_score_gemma":0.000009703433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002130619,"about_ca_topic_score_gemma":7.057964e-7,"domain_scores_codex":[0.9994758,0.00001051284,0.0002220859,0.0001224541,0.0000746857,0.0000944755],"domain_scores_gemma":[0.999631,0.00004105665,0.0001226072,0.0001460436,0.0000306534,0.00002867867],"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":[0.0001105139,0.00003214749,0.00557544,0.0004632467,0.0001207424,3.521438e-8,0.0002409026,0.0001278874,0.9914586,0.00001855404,0.000009479201,0.001842476],"study_design_scores_gemma":[0.0006316472,0.0001128945,0.003751534,0.00003614699,0.00007298036,4.359607e-7,0.0001245183,0.01032532,0.9848273,0.00001511671,0.00003148001,0.00007065661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987829,0.0003241951,0.00004407686,0.00005964305,0.0001304048,0.0002907017,0.00002663995,0.0000258931,0.0003155794],"genre_scores_gemma":[0.9995587,0.00004694488,0.0001845048,0.000004554522,0.00001036556,0.000008779288,0.00001254268,0.00001132009,0.0001622162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019744,"threshold_uncertainty_score":0.3358203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115421752557942,"score_gpt":0.222803093791338,"score_spread":0.2112609185355438,"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."}}