{"id":"W4318042260","doi":"10.3390/pr11020370","title":"Enzymatic Hydrolysis of Complex Carbohydrates and the Mucus in a Mathematical Model of a Gut Reactor","year":2023,"lang":"en","type":"article","venue":"Processes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mucus; Compartment (ship); Substrate (aquarium); Mucin; Hydrolysis; Chemistry; Biochemistry; Metabolism; Microbial metabolism; Biophysics; Biology; Bacteria; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001123359,0.001446676,0.00134197,0.0009064983,0.0006539205,0.002194114,0.001427431,0.002849174,0.003674548],"category_scores_gemma":[0.00280113,0.0006447032,0.001645711,0.000590463,0.002039807,0.001263781,0.001929068,0.001483651,0.0006392322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798503,"about_ca_system_score_gemma":0.001310233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020689,"about_ca_topic_score_gemma":0.002911229,"domain_scores_codex":[0.9996025,0.000145562,0.00002005307,0.00008602758,0.00006712644,0.0000787778],"domain_scores_gemma":[0.9981636,0.001106256,0.0003522567,0.00005259319,0.0001821832,0.0001431741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009778642,0.00006437414,0.0006954569,0.0001205451,0.00004227182,0.0002491238,0.0001167652,0.9137745,0.004439097,0.07884755,0.0004643935,0.001088174],"study_design_scores_gemma":[0.00002695937,0.00003838044,0.000128506,0.000009830214,0.00001449761,0.000021084,0.00002652331,0.991528,0.0002136899,0.007412969,0.0005673509,0.00001217148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3081573,0.00418858,0.611248,0.00535776,0.0004259528,0.0002103937,0.001043275,0.0003536702,0.06901509],"genre_scores_gemma":[0.928716,0.001661406,0.03008398,0.0005169947,0.0001509709,0.0005936612,0.0003297589,0.0000909326,0.03785626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01020689,"threshold_uncertainty_score":0.02029496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576776234738869,"score_gpt":0.2746947243835569,"score_spread":0.2489269620361682,"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."}}