{"id":"W6893915229","doi":"10.5281/zenodo.5517348","title":"Approaches to Investigate Selective Dietary Polysaccharide Utilization by Human Gut Microbiota at a Functional Level","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"European Commission","keywords":"Glycan; Metagenomics; Gut microbiome; Microbiome; Gut flora; Identification (biology); Digestion (alchemy); Functional diversity; Microorganism","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":[0.001105266,0.0007067861,0.0008415419,0.001718877,0.000385445,0.0009779852,0.0005546654,0.0008896747,0.001728814],"category_scores_gemma":[0.0008110223,0.0003274101,0.0006504597,0.001648544,0.0005663853,0.000637533,0.001102642,0.001083666,0.0009878756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830203,"about_ca_system_score_gemma":0.0006777337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467239,"about_ca_topic_score_gemma":0.001502869,"domain_scores_codex":[0.9995121,0.0001514808,0.00002486872,0.0001523972,0.0001101295,0.00004906737],"domain_scores_gemma":[0.9997863,0.00004769092,0.00004815356,0.00003513082,0.00005483702,0.00002791524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004469181,0.0002156871,0.01864386,0.002049806,0.0003148688,0.0001905528,0.0003597254,0.00116874,0.8287091,0.005059841,0.001527556,0.1413134],"study_design_scores_gemma":[0.000148907,0.003354816,0.2404516,0.0009877438,0.001263068,0.002938861,0.001773167,0.01684816,0.5335886,0.03449866,0.1638315,0.00031486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.275995,0.1688276,0.5198851,0.002857867,0.0005395323,0.001126065,0.009620055,0.0009666678,0.02018213],"genre_scores_gemma":[0.4489416,0.1137553,0.4190468,0.002360855,0.000297479,0.002695359,0.006706551,0.0002364897,0.005959648],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001728814,"threshold_uncertainty_score":0.005845249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2321486884546854,"score_gpt":0.2766005250092868,"score_spread":0.04445183655460139,"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."}}