{"id":"W3093315724","doi":"","title":"1H NMR-Based Metabolomics of Daphnia magna Sub-lethal Exposure to Organic Contaminants in the Absence and Presence of Dissolved Organic Matter","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Krembil Foundation","keywords":"Daphnia magna; Environmental chemistry; Daphnia; Organic matter; Metabolomics; Chemistry; Natural organic matter; Contamination; Biology; Toxicity; Chromatography; Organic chemistry; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007336676,0.0002491263,0.0002328939,0.0002920119,0.0002013456,0.0002117745,0.00009399313,0.0002772707,0.000630686],"category_scores_gemma":[0.00007848188,0.0001334186,0.0002130728,0.0003283131,0.0001197533,0.0001728294,0.0001675843,0.0003401948,0.0001787948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239537,"about_ca_system_score_gemma":0.0001827783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463265,"about_ca_topic_score_gemma":0.00481687,"domain_scores_codex":[0.9999367,0.000004558836,0.000002700233,0.00002777089,0.0000159321,0.00001220054],"domain_scores_gemma":[0.9999455,0.000008697552,0.00001250254,0.000003093038,0.0000212772,0.000008917321],"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":[0.00007527324,0.000006649841,0.0004824823,0.00004249387,0.000007454965,0.00001567595,0.00001451687,0.00005342847,0.9980221,0.00001140235,0.00005045762,0.001217935],"study_design_scores_gemma":[0.00002561777,0.0006741622,0.2334014,0.00002543521,0.0001423014,0.0003803528,0.0003012796,0.003610308,0.7543311,0.0001934945,0.006861724,0.00005290244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9836603,0.00153072,0.003911513,0.00018142,0.00002907616,0.00004768401,0.008439343,0.00007966135,0.002120245],"genre_scores_gemma":[0.9649268,0.003262148,0.0130592,0.0005763635,0.00003411408,0.0001983153,0.01078403,0.00004071322,0.007118296],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002463265,"threshold_uncertainty_score":0.004897892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008162165067207051,"score_gpt":0.2698989190364218,"score_spread":0.2617367539692147,"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."}}