{"id":"W4385752805","doi":"10.1016/j.cbpa.2023.111504","title":"Beyond body condition: Experimental evidence that plasma metabolites improve nutritional state measurements in a free-living seabird","year":2023,"lang":"en","type":"article","venue":"Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"U.S. Fish and Wildlife Service; McGill University; Institut Polaire Français Paul Emile Victor; Alaska Department of Fish and Game; Natural Sciences and Engineering Research Council of Canada; Massachusetts Department of Fish and Game","keywords":"Metabolite; Cholesterol; Seabird; Biology; Plasma glucose; Animal science; Endocrinology; Internal medicine; Food science; Medicine; Ecology","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":[0.0003266926,0.000397234,0.0003185333,0.0002008381,0.0003260818,0.0005595629,0.0002508185,0.0005813162,0.001771425],"category_scores_gemma":[0.000723438,0.000239888,0.0001532537,0.0001654951,0.0008701858,0.000554965,0.0003693478,0.000694329,0.0001848013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129487,"about_ca_system_score_gemma":0.0002970364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908607,"about_ca_topic_score_gemma":0.003724604,"domain_scores_codex":[0.9998896,0.00003555782,0.00000529111,0.00003519159,0.00001640261,0.00001787401],"domain_scores_gemma":[0.9994009,0.0001341904,0.0001328678,0.0001181267,0.00007066889,0.0001433541],"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":[0.009963994,0.0009382019,0.02783125,0.0003295059,0.0004029734,0.0001258358,0.0002503333,0.0004875678,0.9317016,0.0002015915,0.0004492977,0.0273179],"study_design_scores_gemma":[0.000326171,0.01486578,0.7345904,0.00005618222,0.0006451212,0.000301043,0.0005138126,0.001569419,0.2443714,0.0006920784,0.002017459,0.0000512135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983293,0.0005880222,0.0004766083,0.0001344926,0.00002827456,0.000006740923,0.0001035494,0.00001831433,0.0003145755],"genre_scores_gemma":[0.9969072,0.0007580529,0.001125264,0.0001823922,0.00002378873,0.00002681901,0.0001900834,0.00002338593,0.0007630438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001908607,"threshold_uncertainty_score":0.005926013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628140224227079,"score_gpt":0.3065290697991764,"score_spread":0.2502476675569056,"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."}}