{"id":"W1916733456","doi":"10.1111/fwb.12670","title":"Role of terrestrial carbon in aquatic <scp>UV</scp> exposure and photoprotective pigmentation of meiofauna in subarctic lakes","year":2015,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Academy of Finland; Natural Sciences and Engineering Research Council of Canada; McKnight Foundation","keywords":"Dissolved organic carbon; Colored dissolved organic matter; Hydrobiology; Environmental chemistry; Meiobenthos; Absorbance; Aquatic ecosystem; Cladocera; Biology; Environmental science; Ecology; Zooplankton; Aquatic environment; Chemistry; Phytoplankton; Nutrient; Abundance (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":[0.0001355817,0.0001821047,0.0001612682,0.0004766803,0.000545021,0.0005010004,0.0001408995,0.0002314019,0.0005290587],"category_scores_gemma":[0.0001807887,0.0001413934,0.0001672544,0.0003717551,0.0002600815,0.00030392,0.0003186271,0.0001353299,0.00007045077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041987,"about_ca_system_score_gemma":0.0002413283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203186,"about_ca_topic_score_gemma":0.01637529,"domain_scores_codex":[0.9999443,0.000008131042,0.000005381389,0.00001835418,0.000009697185,0.00001415234],"domain_scores_gemma":[0.9998429,0.0000254854,0.00006316805,0.000006433807,0.00003283676,0.00002919503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004349952,0.00003670253,0.783275,0.0001300729,0.00008649589,0.0002377976,0.0005710213,0.0004361155,0.2093939,0.0000662922,0.00005529842,0.005276341],"study_design_scores_gemma":[8.767731e-7,0.00003350334,0.9980241,0.000002258907,0.000007804002,0.00002676048,0.0001542265,0.0001076836,0.001547487,0.000008765578,0.00008503002,0.000001509877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996647,0.0001145275,0.00002139394,0.000005010822,2.925484e-7,0.000001052238,0.00005071467,0.00000142378,0.0001409829],"genre_scores_gemma":[0.9997543,0.00004394798,0.00004946268,0.000005488279,7.49319e-7,0.000001937406,0.0000633674,7.844023e-7,0.00007995279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01203186,"threshold_uncertainty_score":0.02392364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330543478479365,"score_gpt":0.2076261660364778,"score_spread":0.1943207312516842,"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."}}