{"id":"W2244425181","doi":"","title":"Research progress on extraction, purification and content determination of plant polysaccharides.","year":2009,"lang":"en","type":"article","venue":"Linchan huaxue yu gongye","topic":"Chromatography in Natural Products","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Chemistry; Extraction (chemistry); Chromatography; Polysaccharide; Sulfuric acid; Solvent; Organic chemistry","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":[0.0004511409,0.0001570872,0.0001893901,0.0002844985,0.0001472751,0.00005863462,0.0002046454,0.0001805458,0.00004082441],"category_scores_gemma":[0.000170234,0.0001463706,0.00005447267,0.0003302026,0.000163129,0.0001771395,0.00002875073,0.0004179819,0.000009423903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006925456,"about_ca_system_score_gemma":0.00003355531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004164399,"about_ca_topic_score_gemma":0.000008702334,"domain_scores_codex":[0.9983793,0.00003794728,0.0003582734,0.0004284238,0.0005095599,0.0002864985],"domain_scores_gemma":[0.9987701,0.0001502628,0.0002025671,0.0004422159,0.0003413973,0.00009342087],"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":[0.0003099368,0.0004758292,0.002129952,0.0002666251,0.00002687366,0.00002237134,0.0005919238,0.000001681592,0.8284358,0.008419307,0.0004506324,0.1588691],"study_design_scores_gemma":[0.0005535181,0.0002078461,0.01918607,0.0002455713,0.00001851325,0.00003829037,0.0003256486,0.0004584379,0.9748704,0.002660535,0.001227244,0.00020793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958559,0.001133497,0.00002039318,0.001207163,0.0001271389,0.0002797447,0.00004858317,0.00009292243,0.00123471],"genre_scores_gemma":[0.9985946,0.000111787,0.000497124,0.00002876533,0.0002485264,0.0000270714,0.00007898519,0.00001477019,0.0003983511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586612,"threshold_uncertainty_score":0.5968819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06668324468736328,"score_gpt":0.3396682209951949,"score_spread":0.2729849763078317,"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."}}