{"id":"W3127393041","doi":"10.1002/cbdv.202000864","title":"Optimization of Extraction and Purification of Polysaccharides from <i>Veronicastrum axillare</i>, and Evaluation of Their Biological Activities","year":2021,"lang":"en","type":"article","venue":"Chemistry & Biodiversity","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Chemistry; Xylose; Rhamnose; Cellulase; Polysaccharide; Uronic acid; Arabinose; Chromatography; Hydrolysis; Cellulose; Monosaccharide; Yield (engineering); Galactose; Extraction (chemistry); High-performance liquid chromatography; Biochemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697111,0.00006828139,0.0001436032,0.00000414161,0.00005250038,0.000008996733,0.00005788774,0.0001037859,0.0003171672],"category_scores_gemma":[0.00004050793,0.0000352744,0.00003605678,0.00007928349,0.0001048863,0.00008646637,0.00005714092,0.00004241329,1.559819e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001123801,"about_ca_system_score_gemma":0.00001465043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625805,"about_ca_topic_score_gemma":0.00001563888,"domain_scores_codex":[0.9994563,0.00004342313,0.0001369754,0.0001697752,0.000129731,0.00006380389],"domain_scores_gemma":[0.9994854,0.0001216885,0.0001966888,0.0000448079,0.0001212874,0.00003012212],"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":[0.00003266479,0.00004105657,0.03830362,0.0000158889,0.00001654138,2.031618e-7,0.00005381795,0.00002711136,0.9537233,0.000001465263,0.000009945611,0.007774369],"study_design_scores_gemma":[0.0001122633,0.00002440579,0.09795679,0.0000164949,0.00004090725,0.000003133207,0.0008641616,0.0005722053,0.9002576,0.00005950801,0.000036376,0.00005614281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982166,0.0008374322,0.000009833199,0.00008722374,0.00001935937,0.00005059634,0.0007106502,0.000006089276,0.00006223269],"genre_scores_gemma":[0.9983355,0.001157514,0.0001794151,0.000005157082,0.00001504128,5.963448e-7,0.0003014141,1.855236e-7,0.000005112991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05965317,"threshold_uncertainty_score":0.3472759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696248530371948,"score_gpt":0.2168476852043582,"score_spread":0.1798851999006387,"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."}}