{"id":"W3115979999","doi":"10.1021/acssuschemeng.0c08146","title":"Insight into the Deep Eutectic Solvent Extraction Mechanism of Flavonoids from Natural Plant","year":2020,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Natural Science Foundation of Hebei Province; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China; Foundation of Jiangsu Collaborative Innovation Center of Biomedical Functional Materials","keywords":"Choline chloride; Extraction (chemistry); Chemistry; Solvent; Eutectic system; Deep eutectic solvent; High-performance liquid chromatography; Malonic acid; Hydrogen bond; Chromatography; Molecule; 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":[0.00006747754,0.0002103036,0.0002036084,0.00001567503,0.0001070361,0.00003509661,0.0003416618,0.0001173047,0.00007569549],"category_scores_gemma":[0.0001838845,0.0001724222,0.00008684517,0.0002370926,0.00002287394,0.0001467136,0.0001760289,0.0004574878,0.000006342771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907122,"about_ca_system_score_gemma":0.00004277584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001609287,"about_ca_topic_score_gemma":3.760774e-7,"domain_scores_codex":[0.9988896,0.000004910289,0.0003030053,0.0002673977,0.0001841393,0.0003508969],"domain_scores_gemma":[0.9993415,0.00008606706,0.00007376393,0.0003000843,0.00009448127,0.000104131],"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":[0.0000158755,0.00001659787,8.40409e-7,0.0003173828,0.00005777922,0.00001099173,0.002054494,0.02452748,0.9683049,0.004513613,0.00003355761,0.000146513],"study_design_scores_gemma":[0.0001736651,0.00001015448,0.000002401434,0.00002532307,0.00003185391,0.000004071138,0.001401925,0.179296,0.8084656,0.0001369453,0.01027779,0.0001742602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9050351,0.002652402,0.08831475,0.002076677,0.0001644687,0.000371416,0.00001006847,0.0004458883,0.0009292375],"genre_scores_gemma":[0.9983487,0.00004557616,0.0006648751,0.0000598017,0.0003279689,0.00008034121,0.00004776443,0.00004270365,0.0003823396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1598393,"threshold_uncertainty_score":0.7031172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005680222839338514,"score_gpt":0.1882636600463607,"score_spread":0.1825834372070221,"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."}}