{"id":"W4214835084","doi":"10.1016/j.chom.2022.02.001","title":"Diverse events have transferred genes for edible seaweed digestion from marine to human gut bacteria","year":2022,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Institute of General Medical Sciences; National Institutes of Health; Agriculture and Agri-Food Canada; Joint Genome Institute; Deutsche Forschungsgemeinschaft; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Department of Energy; Office of Science; Howard Hughes Medical Institute","keywords":"Biology; Bacteria; Microbiome; Firmicutes; Bacteroides; Context (archaeology); Gut flora; Gene; Microbiology; Bacteroidetes; 16S ribosomal RNA; Genetics; Biochemistry","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":[0.0002485387,0.0002761271,0.0002198835,0.0006729019,0.0002972109,0.0005978508,0.0001720069,0.0004051028,0.001982386],"category_scores_gemma":[0.0007482219,0.0001137092,0.0004033354,0.0005816651,0.0004284695,0.0001978057,0.0005856151,0.0003767011,0.000232271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003038736,"about_ca_system_score_gemma":0.0002982282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003098879,"about_ca_topic_score_gemma":0.002497601,"domain_scores_codex":[0.9997856,0.00002619733,0.00001558852,0.00007095113,0.00003541835,0.00006627579],"domain_scores_gemma":[0.9997233,0.0000899384,0.00005397217,0.00003246266,0.00005641555,0.00004400055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00210054,0.0001315941,0.3676546,0.00069447,0.0002195428,0.002969461,0.002122613,0.0003289595,0.526502,0.001919996,0.0006382973,0.09471797],"study_design_scores_gemma":[0.00005929549,0.0007558243,0.7151898,0.0001841633,0.0004664659,0.008385247,0.003572545,0.0005091616,0.2508008,0.0007442582,0.01929605,0.00003645099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947924,0.001727883,0.001118038,0.0001535538,0.00002753338,0.00002600199,0.0004297201,0.00001423107,0.001710616],"genre_scores_gemma":[0.9941584,0.00161345,0.001791107,0.0001386355,0.00002121916,0.00001596183,0.0006597499,0.000008074693,0.001593455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003098879,"threshold_uncertainty_score":0.006631732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160728554781243,"score_gpt":0.2365887051859068,"score_spread":0.2205158497077825,"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."}}