{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006277178,0.00008229345,0.0001351878,0.000008279457,0.0001088647,0.00003390033,0.00006895972,0.00006088188,0.00008957983],"category_scores_gemma":[0.00001590336,0.0000340863,0.00003440891,0.0001905141,0.00002227311,0.0001117768,0.00001756257,0.00005884411,0.000001634682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001175862,"about_ca_system_score_gemma":0.0000281089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008477715,"about_ca_topic_score_gemma":0.002535133,"domain_scores_codex":[0.9993984,0.00002705847,0.0001590011,0.0001484818,0.000123326,0.0001437142],"domain_scores_gemma":[0.9997707,0.00004550567,0.00005772032,0.00002776191,0.00004891077,0.00004939217],"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":[0.00002886721,0.00004284338,0.0003650001,0.00004617851,0.00001071162,0.000007605474,0.0006626213,0.0001130826,0.9922807,0.00003767906,0.000003136446,0.006401616],"study_design_scores_gemma":[0.0002273612,0.000165096,0.01846956,0.0001465093,0.00003695909,0.00008660227,0.001440681,0.01500815,0.9633141,0.0007629165,0.000108527,0.0002335371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991957,0.0002071236,0.00008266214,0.0001952373,0.00002427177,0.0000846112,0.0000441279,0.0000129637,0.0001533269],"genre_scores_gemma":[0.9994054,0.0002265657,0.0002248896,0.00004373144,0.0000214358,0.000001910645,0.00003133888,7.888517e-7,0.00004392306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02896656,"threshold_uncertainty_score":0.1414664,"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."}}