{"id":"W4386316789","doi":"10.1002/9781119862611.ch18","title":"Raw Ingredient Diets","year":2023,"lang":"en","type":"other","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Ingredient; Raw material; Microbiome; Pet food; Food science; Biology; Bioinformatics; Ecology","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":[0.001039886,0.0009548754,0.000924937,0.001443584,0.001097339,0.001474867,0.001347753,0.001292893,0.07602753],"category_scores_gemma":[0.001272817,0.0003011063,0.0007133656,0.0009262325,0.00064019,0.0008757626,0.00149169,0.001505881,0.02426985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007114506,"about_ca_system_score_gemma":0.001076074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995828,"about_ca_topic_score_gemma":0.004852522,"domain_scores_codex":[0.9991486,0.0001230999,0.00007740727,0.000191298,0.0003541094,0.0001054937],"domain_scores_gemma":[0.9992606,0.00008215303,0.0001042104,0.0001410681,0.0002346777,0.0001772057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02094023,0.01478015,0.01476056,0.006364542,0.0004173206,0.002736296,0.001119262,0.0006444037,0.2412611,0.02324542,0.1474662,0.5262647],"study_design_scores_gemma":[0.00037808,0.003278865,0.01002454,0.0006660535,0.0002028822,0.0009737717,0.0002829011,0.0002619713,0.03202911,0.002469601,0.9493604,0.00007186637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3380854,0.01168978,0.03813856,0.00379039,0.003007407,0.006827573,0.07337267,0.005563638,0.5195245],"genre_scores_gemma":[0.2563975,0.01180027,0.09365493,0.005442227,0.0004400303,0.007976077,0.07492963,0.002650529,0.5467088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07602753,"threshold_uncertainty_score":0.2543375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00890377457466298,"score_gpt":0.2671418872853052,"score_spread":0.2582381127106422,"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."}}