{"id":"W1483631001","doi":"10.1029/2009wr008747","title":"Attenuation of in situ UV radiation in Mackenzie Delta lakes with varying dissolved organic matter compositions","year":2010,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; Simon Fraser University","funders":"","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Delta; Environmental chemistry; Macrophyte; Attenuation; Water column; Environmental science; Organic matter; Spectral slope; River delta; Chemistry; Oceanography; Nutrient; Phytoplankton; Geology; Spectral line","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003466006,0.0003915226,0.0003274781,0.0003606133,0.0005798429,0.00072691,0.0002981076,0.000290952,0.0002164392],"category_scores_gemma":[0.0005541344,0.0004281776,0.0002572447,0.0002805387,0.0003306451,0.0003823781,0.0004722848,0.0003115673,0.00008070747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552158,"about_ca_system_score_gemma":0.0004165898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04701788,"about_ca_topic_score_gemma":0.07141602,"domain_scores_codex":[0.9998135,0.00002897632,0.00001190762,0.00007717798,0.00003666127,0.00003171852],"domain_scores_gemma":[0.9997723,0.00004929503,0.00007339861,0.00001605616,0.00006035227,0.00002864133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006810788,0.0001029437,0.7619928,0.00005665106,0.0001675705,0.0001328517,0.001145859,0.001551973,0.2284998,0.00005736998,0.0001166826,0.005494416],"study_design_scores_gemma":[0.00001501716,0.0001268889,0.9710954,0.00000568613,0.00007605107,0.00004659037,0.0003749321,0.005194054,0.02260481,0.00003599648,0.0004116794,0.00001283225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999688,0.00002878953,0.0000901843,0.000004692842,4.368899e-7,0.00000223672,0.00004161362,0.000004859057,0.0001390487],"genre_scores_gemma":[0.9993444,0.00003486911,0.0003237051,0.00001551417,7.365477e-7,0.000007851588,0.0001173416,0.000003439217,0.0001520869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9529821,"threshold_uncertainty_score":0.0934884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873908562776176,"score_gpt":0.2511597007638649,"score_spread":0.2324206151361031,"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."}}