{"id":"W3214430022","doi":"10.1002/jsfa.11632","title":"The structure–activity mechanism of the changes in the physicochemical properties of <scp><i>Flammulina velutipes</i></scp> polysaccharides during ultrasonic extraction","year":2021,"lang":"en","type":"article","venue":"Journal of the Science of Food and Agriculture","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"Earmarked Fund for China Agriculture Research System","keywords":"Flammulina; Fucose; Chemistry; Ultrasonic sensor; Extraction (chemistry); Polysaccharide; Intrinsic viscosity; Chromatography; Yield (engineering); Chemical engineering; Food science; Galactose; Materials science; Organic chemistry; Polymer; Composite material","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":[0.0001514491,0.0003529218,0.0001201665,0.0002173485,0.000121791,0.0002355556,0.0002568066,0.0003095516,0.001202888],"category_scores_gemma":[0.0002247789,0.0001242056,0.0003479606,0.0001596226,0.0002199465,0.0003275212,0.0001422111,0.0003665249,0.0001867644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249856,"about_ca_system_score_gemma":0.0001396462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007624432,"about_ca_topic_score_gemma":0.0004234108,"domain_scores_codex":[0.9999367,0.00001081863,0.000004516909,0.00001546747,0.00001459211,0.00001796638],"domain_scores_gemma":[0.9998982,0.00002267021,0.00004591267,0.000006072035,0.00001615312,0.00001095669],"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":[0.0001053731,0.00004023696,0.001034018,0.0001081598,0.00001696252,0.00008975063,0.00002893595,0.0003446613,0.9932501,0.0003128013,0.00007832707,0.00459065],"study_design_scores_gemma":[0.00001071988,0.000289272,0.01932281,0.00001274692,0.00002867364,0.0001740484,0.00003804289,0.003773905,0.9745429,0.0002160683,0.001577532,0.00001334142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992336,0.002651004,0.002673714,0.0001146804,0.00002081047,0.00002570836,0.0001564785,0.00002807896,0.001993474],"genre_scores_gemma":[0.9975932,0.0007191162,0.0006957747,0.00004372232,0.000006279879,0.00001595937,0.0001097193,0.000004406622,0.0008117369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001202888,"threshold_uncertainty_score":0.004024029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124351423357677,"score_gpt":0.1905871822376739,"score_spread":0.1793436680040971,"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."}}