{"id":"W3147267624","doi":"10.3390/molecules26071956","title":"Transformation of Pectins into Non-Ionic or Anionic Surfactants Using a One-Pot and Cascade Mode Process","year":2021,"lang":"en","type":"article","venue":"Molecules","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Centre National de la Recherche Scientifique","keywords":"Chemistry; Alkyl; Hydrolysis; Organic chemistry; Aqueous solution; Transesterification; Cascade; Ionic liquid; Biodegradation; Surface tension; Monosaccharide; Pectin; Cellulose; Chromatography; Biochemistry; Catalysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002770131,0.000738739,0.0003568065,0.0003177214,0.0001585621,0.0003146008,0.0003710328,0.0004219707,0.001326155],"category_scores_gemma":[0.0002055203,0.000190416,0.000467196,0.0003271028,0.0002129328,0.0005498079,0.0004583146,0.0006891037,0.001080452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267747,"about_ca_system_score_gemma":0.0003357591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002570814,"about_ca_topic_score_gemma":0.000494881,"domain_scores_codex":[0.999745,0.00002869878,0.00002524749,0.00006816705,0.00007954288,0.00005340552],"domain_scores_gemma":[0.9998919,0.0000190274,0.00003247997,0.00001550442,0.00002195201,0.00001920361],"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":[0.00005082343,0.00005859003,0.00006333618,0.00008254815,0.000007269078,0.0000867355,0.00003210462,0.0001361916,0.9921361,0.0003221576,0.00005505026,0.006969191],"study_design_scores_gemma":[0.000008375921,0.000174765,0.0002115851,0.000002758932,0.000008242652,0.0001207905,0.000006894538,0.0004400162,0.9967664,0.00004722313,0.002205062,0.000007956616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123631,0.003433377,0.1723315,0.000228778,0.0002042008,0.0008145985,0.0005333064,0.0008376492,0.00925346],"genre_scores_gemma":[0.9221856,0.002465399,0.06455886,0.00009524792,0.00003598682,0.0002734021,0.0003533155,0.00009046713,0.009941719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326155,"threshold_uncertainty_score":0.004436374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285620493541179,"score_gpt":0.2613516594034933,"score_spread":0.2327896100493754,"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."}}