{"id":"W2976921854","doi":"10.1021/acs.est.9b03762","title":"Reproduction Stage Differentiates the Time-Course Regulation of Metabolites in <i>Daphnia magna</i>","year":2019,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Ministère de l’Environnement, de la Protection de la nature et des Parcs; Krembil Foundation","keywords":"Daphnia magna; Reproduction; Metabolomics; Biology; Metabolite; Cladocera; Ecology; Zooplankton; Toxicity; Chemistry; Bioinformatics; Biochemistry","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":[0.00008459175,0.0002043009,0.000163394,0.000313839,0.0001493528,0.0003474836,0.0001083402,0.0001936902,0.0006883076],"category_scores_gemma":[0.0001283999,0.0001433414,0.0002421756,0.0001821676,0.0001474163,0.0002266199,0.0002100218,0.0002910447,0.0001799214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981215,"about_ca_system_score_gemma":0.0001463861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890363,"about_ca_topic_score_gemma":0.003558618,"domain_scores_codex":[0.9999344,0.000006142273,0.000004622375,0.00002949363,0.00001259478,0.00001263924],"domain_scores_gemma":[0.9998944,0.00001884721,0.00004178264,0.000006622534,0.0000212382,0.00001712369],"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":[0.0003444027,0.00002668141,0.01250654,0.0000510214,0.00002616018,0.00006168117,0.00005724746,0.00005337622,0.9810597,0.00004065625,0.0001072017,0.00566528],"study_design_scores_gemma":[0.000007151743,0.0003535395,0.8464643,0.000008758355,0.00006016852,0.0001373775,0.000120734,0.000576176,0.1507443,0.00006492628,0.001444324,0.0000182662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996022,0.001040064,0.0008420394,0.00007116774,0.00001307164,0.00001135222,0.0008114321,0.00002713725,0.001161736],"genre_scores_gemma":[0.9964653,0.0003907533,0.0006400429,0.00008745084,0.000006313885,0.0000181635,0.0008238395,0.00000928584,0.00155881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001890363,"threshold_uncertainty_score":0.003758729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002710841058617159,"score_gpt":0.1991637428282201,"score_spread":0.196452901769603,"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."}}