{"id":"W4293319035","doi":"10.1093/jas/skac279","title":"Digestible indispensable amino acid scores of animal and plant ingredients potentially used in dog diet formulation: how this protein quality metric is affected by ingredient characteristics and reference amino acid profile","year":2022,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Ingredient; Amino acid; Food science; Metric (unit); Biology; Essential amino acid; Quality (philosophy); Biochemistry; Chemistry; Engineering","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":[0.005359373,0.0005459142,0.0006323463,0.001584887,0.0002481314,0.001405915,0.000372512,0.0004271603,0.0006296806],"category_scores_gemma":[0.007472822,0.0002158883,0.0007117321,0.001972723,0.0005781551,0.0007132497,0.0006255157,0.0005650697,0.0002639715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004618754,"about_ca_system_score_gemma":0.0002167444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526352,"about_ca_topic_score_gemma":0.004723457,"domain_scores_codex":[0.9973966,0.0008317072,0.000249735,0.0005703607,0.000838216,0.0001134559],"domain_scores_gemma":[0.9936762,0.003153711,0.001911544,0.0004322404,0.0006483559,0.0001780244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00369975,0.0002754483,0.9213993,0.0002483743,0.0009106318,0.0001405373,0.0004298062,0.003006073,0.0447955,0.0002624877,0.0002735126,0.02455869],"study_design_scores_gemma":[0.00001300669,0.001224243,0.978087,0.0000150247,0.0001644213,0.0001537357,0.0002018628,0.007058423,0.0121883,0.0001499393,0.0007247665,0.00001937248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938251,0.0002419955,0.004273528,0.00001335721,0.000006072792,0.00003323545,0.0008993666,0.00002789829,0.0006795072],"genre_scores_gemma":[0.9924229,0.00007616007,0.005552779,0.00001892302,0.000002106197,0.00005036812,0.001530564,0.00002828083,0.0003180632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005359373,"threshold_uncertainty_score":0.02834338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955485832308062,"score_gpt":0.267778402419157,"score_spread":0.2282235440960764,"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."}}