{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004357894,0.0009141315,0.0007113324,0.000488226,0.0002374102,0.0005946026,0.0003031133,0.0003898123,0.0006110144],"category_scores_gemma":[0.0003154622,0.0002508977,0.0005490464,0.0007510239,0.0002229533,0.0003838902,0.0003395372,0.0006957359,0.000262818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004035402,"about_ca_system_score_gemma":0.0003421333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406164,"about_ca_topic_score_gemma":0.002837578,"domain_scores_codex":[0.999671,0.00005964243,0.00003320583,0.00006378617,0.000116432,0.0000559252],"domain_scores_gemma":[0.9998939,0.00002157009,0.00002860845,0.000007919332,0.00002622456,0.00002180833],"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":[0.00002009581,0.00001884404,0.00005390359,0.00003751418,0.000003660731,0.00001595052,0.000005201509,0.00006690929,0.9990996,0.00001018787,0.00001043827,0.0006575766],"study_design_scores_gemma":[0.00001207907,0.0003030429,0.007073327,0.00001466149,0.00003908861,0.0001083775,0.00003987957,0.0009274635,0.9890935,0.00003397396,0.002342583,0.00001196595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873469,0.002180361,0.007587239,0.0001160128,0.00002744101,0.0001980711,0.0007536476,0.00008457515,0.001705667],"genre_scores_gemma":[0.9478328,0.003145671,0.04012301,0.0002197887,0.00002254043,0.0003452934,0.00442454,0.0001302004,0.003756199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001406164,"threshold_uncertainty_score":0.002927899,"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."}}