{"id":"W4220739458","doi":"10.1038/s41589-022-00983-y","title":"Metabolism of a hybrid algal galactan by members of the human gut microbiome","year":2022,"lang":"en","type":"article","venue":"Nature Chemical Biology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge; University of Victoria; University of British Columbia, Okanagan Campus; Agriculture and Agri-Food Canada; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Galactan; Biology; Eubacterium; Polysaccharide; Biochemistry; Microbiology; Bacteria; Genetics","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":[0.0001408091,0.000174311,0.0001403758,0.000188388,0.0002251989,0.0003810633,0.00007304808,0.0002366897,0.001020252],"category_scores_gemma":[0.000228283,0.0001041137,0.000167917,0.0001561673,0.000155479,0.0001689496,0.0004681778,0.0002068723,0.0001359624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683523,"about_ca_system_score_gemma":0.000156917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163811,"about_ca_topic_score_gemma":0.002110175,"domain_scores_codex":[0.9998822,0.00003646068,0.0000037134,0.00003005101,0.00002075915,0.00002679391],"domain_scores_gemma":[0.9999381,0.000008954179,0.00001464837,0.000006917149,0.000009350551,0.00002208107],"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":[0.002064821,0.00006688706,0.06782157,0.00006574867,0.00007263305,0.000398526,0.0005630106,0.0001381808,0.9172964,0.0002895787,0.000206951,0.01101568],"study_design_scores_gemma":[0.00008082522,0.00258203,0.7141263,0.00008915687,0.000311734,0.004644174,0.006400134,0.003409104,0.2582176,0.001132499,0.008944464,0.00006197942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991888,0.0002883851,0.000153739,0.00005058487,0.000004618474,0.000002303818,0.00008609093,0.000002105382,0.0002233233],"genre_scores_gemma":[0.9987667,0.0002643745,0.0003644327,0.00004064767,0.000003024732,0.000003494069,0.0001343718,0.000002514658,0.0004206528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00163811,"threshold_uncertainty_score":0.003413081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006706488846238409,"score_gpt":0.2237487033781571,"score_spread":0.2170422145319186,"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."}}