{"id":"W4323663321","doi":"10.3390/metabo13030402","title":"Cross-Platform Comparison of Amino Acid Metabolic Profiling in Three Model Organisms Used in Environmental Metabolomics","year":2023,"lang":"en","type":"article","venue":"Metabolites","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; The Scarborough Hospital; University of Toronto","funders":"Krembil Foundation","keywords":"Metabolomics; Daphnia magna; Amino acid; Chemistry; Environmental chemistry; Pollutant; Liquid chromatography–mass spectrometry; Ecotoxicology; Chromatography; Computational biology; Mass spectrometry; Biochemistry; Biology; Toxicity; Organic chemistry","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":[0.0009992283,0.0006738295,0.000702303,0.0009607029,0.000413042,0.0008403723,0.0003962719,0.0007293956,0.0005524789],"category_scores_gemma":[0.001125686,0.0002845931,0.0007953107,0.0006944438,0.0003477817,0.0005600717,0.001284036,0.0008123314,0.000289022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424021,"about_ca_system_score_gemma":0.0004402519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656338,"about_ca_topic_score_gemma":0.002846091,"domain_scores_codex":[0.9991103,0.0001169844,0.00007921639,0.0003047688,0.000307436,0.00008134118],"domain_scores_gemma":[0.9991466,0.0001919475,0.0001572307,0.0001403042,0.000279602,0.00008443977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002350739,0.00004568424,0.00193173,0.00008086931,0.00007217567,0.0000278071,0.00002403399,0.0002351593,0.9951121,0.00004355979,0.00003394748,0.00215781],"study_design_scores_gemma":[0.00001739163,0.001014985,0.05864733,0.00002513972,0.0003258862,0.0002052064,0.0001148182,0.003913463,0.9332259,0.0002073437,0.002257671,0.00004488876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967528,0.001527325,0.02509495,0.0001282874,0.000101177,0.0002136251,0.00351157,0.0003619439,0.001533027],"genre_scores_gemma":[0.9058262,0.002921153,0.07587612,0.0004185236,0.00003473007,0.0008680724,0.01130426,0.0002043882,0.002546593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001656338,"threshold_uncertainty_score":0.005284488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005688298576074,"score_gpt":0.2944650598218497,"score_spread":0.2644081768360889,"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."}}