{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000192561,0.0002234422,0.0006059011,0.0001340226,0.0004499948,0.000008241826,0.001223132,0.0001734569,0.004487017],"category_scores_gemma":[0.00001888413,0.0001910118,0.0007301678,0.0005219051,0.0004160227,0.000101967,0.0002348596,0.0003835344,0.00000262884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007264488,"about_ca_system_score_gemma":0.00009538914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317655,"about_ca_topic_score_gemma":0.0002755253,"domain_scores_codex":[0.9987221,0.00008648554,0.0002918541,0.0002975799,0.000436627,0.0001653235],"domain_scores_gemma":[0.997744,0.00004241726,0.001200537,0.0007222914,0.0002584188,0.0000323118],"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":[0.00008952649,0.0001299243,0.00004884505,0.0002271009,0.0009632547,5.796784e-7,0.004254042,0.00001584267,0.9867946,0.00103333,0.006338181,0.0001047961],"study_design_scores_gemma":[0.0009069155,0.00008388678,0.03944939,0.0001292835,0.003811852,0.000005229038,0.1367546,0.000006678835,0.7814965,0.001177612,0.03568177,0.0004963147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807952,0.001455138,0.000002132063,0.0002700322,0.000225782,0.0001045956,0.0008029448,0.00001447735,0.0163297],"genre_scores_gemma":[0.9329774,0.0001873095,0.0000226479,0.000004017076,0.000088762,4.004119e-7,0.0006053205,0.00001805227,0.06609614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052981,"threshold_uncertainty_score":0.996423,"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."}}