{"id":"W7017606709","doi":"","title":"Azoreduction: Reductive Metabolism of Azo Food Dyes by Species of the Human Gut Microbiome","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacteria; Veillonella; Obligate; Microbiome; Obligate anaerobe; Phylum; Microorganism; Metabolism; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191828,0.0003194627,0.00009991945,0.0002633478,0.0002505121,0.0004023258,0.0001019892,0.0002503378,0.00305148],"category_scores_gemma":[0.000138702,0.00008949617,0.0001884814,0.0003485891,0.0001409702,0.0001910839,0.0002146381,0.000249156,0.0007835978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458587,"about_ca_system_score_gemma":0.0003991117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290918,"about_ca_topic_score_gemma":0.003777297,"domain_scores_codex":[0.9999243,0.00001007729,0.000002687452,0.00002209393,0.00001875708,0.00002211453],"domain_scores_gemma":[0.9999708,0.000003936153,0.000005659063,0.000001769248,0.00001065216,0.000007306636],"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":[0.0002565298,0.00008779303,0.005966721,0.0005718727,0.0000206607,0.0001343843,0.000371179,0.0001693669,0.911261,0.0007029618,0.001724555,0.07873303],"study_design_scores_gemma":[0.000022457,0.0009357998,0.1540423,0.0001287971,0.00005363537,0.0008650674,0.0007168809,0.0004348081,0.7837546,0.000683218,0.05834231,0.00002013841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315944,0.03079724,0.006253867,0.001805386,0.0001672277,0.0001633174,0.002426976,0.00007462639,0.02671695],"genre_scores_gemma":[0.8992513,0.02678905,0.00822015,0.0002842638,0.00007795168,0.00007706475,0.002391963,0.00002395782,0.06288435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00305148,"threshold_uncertainty_score":0.01020825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118640501320488,"score_gpt":0.2120335842660451,"score_spread":0.2008471792528402,"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."}}