{"id":"W4392163569","doi":"10.1002/jsfa.13412","title":"A comparative study on flaxseed lignan biotransformation through resting cell catalysis and microbial fermentation by <i>β</i>‐glucosidase production <scp><i>Lactiplantibacillus plantarum</i></scp>","year":2024,"lang":"en","type":"article","venue":"Journal of the Science of Food and Agriculture","topic":"Phytoestrogen effects and research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Science and Technology of the People's Republic of China","keywords":"Biotransformation; Lignan; Fermentation; Chemistry; Food science; Biochemistry; Organic chemistry; Enzyme","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":[0.0001786174,0.0006008195,0.0003531596,0.0002559054,0.0001339041,0.0003462036,0.0001866764,0.0002569677,0.0006071762],"category_scores_gemma":[0.0001504183,0.00009977454,0.0005779645,0.0004010086,0.0001214361,0.0003820984,0.0001891149,0.0002946983,0.0002061497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816431,"about_ca_system_score_gemma":0.000188695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125119,"about_ca_topic_score_gemma":0.001036605,"domain_scores_codex":[0.999837,0.00002040966,0.0000166879,0.00004179499,0.00004705007,0.00003690784],"domain_scores_gemma":[0.9999212,0.00001174872,0.00001827613,0.000006936638,0.0000253889,0.00001646381],"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":[0.0001364565,0.00003757151,0.0003976209,0.00004765237,0.000007651788,0.0000522262,0.00001709958,0.00003580141,0.997337,0.00001826199,0.00001623849,0.001896404],"study_design_scores_gemma":[0.000006095571,0.000868336,0.006913599,0.000007998055,0.00004332165,0.0001600072,0.00007471616,0.0004655877,0.9903044,0.00001430994,0.001130413,0.00001111127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947219,0.002032174,0.001540046,0.00005258308,0.00001789136,0.00002757697,0.0003709813,0.00003391148,0.001202818],"genre_scores_gemma":[0.9929558,0.00182044,0.002667759,0.00004206183,0.00001086447,0.00002452221,0.001064161,0.00001892752,0.001395389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125119,"threshold_uncertainty_score":0.002487779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576624921132304,"score_gpt":0.2764112414049852,"score_spread":0.2606449921936622,"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."}}