{"id":"W4293659729","doi":"10.1016/j.foodres.2022.111890","title":"Influence of free and immobilized chitosan on a defined human gut microbial ecosystem","year":2022,"lang":"en","type":"article","venue":"Food Research International","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"European Regional Development Fund; Agencia Estatal de Investigación; Generalitat Valenciana","keywords":"Chitosan; Clostridium; Food science; Gut flora; Strain (injury); Fermentation; Eubacterium; Lactobacillus; Microbial population biology; Microbiology; Enterococcus; Metagenomics; Chemistry; Biology; Enterococcus faecalis; Bacteria; Biochemistry; Antibiotics; Staphylococcus aureus","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":[0.0004415729,0.00007243674,0.00009398161,0.0001470943,0.0002203123,0.00001992415,0.000450612,0.0000463949,0.00007589621],"category_scores_gemma":[0.0001318116,0.00007301519,0.00004245698,0.00008079907,0.00007518112,0.000002566406,0.0006441087,0.0002261634,0.000002639112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003317437,"about_ca_system_score_gemma":0.0001334823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006518773,"about_ca_topic_score_gemma":0.0001130821,"domain_scores_codex":[0.9988461,0.0001774527,0.0001939672,0.0002646191,0.0003138015,0.0002041255],"domain_scores_gemma":[0.9994889,0.00002561062,0.00005953791,0.0002560877,0.0001102818,0.0000595348],"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":[0.0002132524,0.0001177119,0.001014523,0.00002512097,0.00004572657,0.000001651415,0.00005503609,0.0001444361,0.9937268,0.002128218,0.002484489,0.00004301061],"study_design_scores_gemma":[0.004907274,0.007988543,0.06085156,0.00007599429,0.000007218243,0.000113016,0.0002640431,0.0000579907,0.8457165,0.0007975612,0.07890077,0.0003195449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973269,0.00008416054,0.00000213025,0.0005672001,0.00009337586,0.0002184494,0.0004720198,0.000004599167,0.001231191],"genre_scores_gemma":[0.9992597,0.00001834989,0.00005859577,0.00008651445,0.0001181362,0.00005050183,0.000171906,0.00001106677,0.0002252195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480103,"threshold_uncertainty_score":0.2977473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152835885202065,"score_gpt":0.3470374823584499,"score_spread":0.3155091235064293,"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."}}