{"id":"W4205861297","doi":"10.1016/j.marpolbul.2021.113300","title":"Bio- and photo-lability of dissolved organic matter in the Pearl River (Zhujiang) estuary","year":2022,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Lability; Estuary; Environmental chemistry; Chemistry; Photodegradation; Pearl; Environmental science; Oceanography; Geology; Phytoplankton; Nutrient; 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":[0.0001184357,0.0001804494,0.0001931194,0.0004511175,0.0005638605,0.0004897371,0.0002132404,0.0002520608,0.0005784161],"category_scores_gemma":[0.0001408443,0.0001905835,0.0001851576,0.0004936508,0.0002512165,0.0004051939,0.0003373481,0.0002770416,0.0000769906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003235,"about_ca_system_score_gemma":0.0004238754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02620951,"about_ca_topic_score_gemma":0.03100364,"domain_scores_codex":[0.9999322,0.000005764872,0.000006265926,0.00002645218,0.00001901496,0.0000102004],"domain_scores_gemma":[0.9998915,0.00001326381,0.00002994144,0.000004721592,0.00003331625,0.00002718143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003901176,0.0001117649,0.9087889,0.00008156933,0.0001234537,0.0003263464,0.0007734803,0.0007706694,0.08059848,0.0001385045,0.0002240362,0.00767258],"study_design_scores_gemma":[0.000003717779,0.00004424846,0.9968714,0.000001671569,0.00001780217,0.00003753944,0.0002521828,0.0004087501,0.002129173,0.00002344058,0.0002063488,0.000003783247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993696,0.00005362713,0.00004591882,0.00001237959,0.000001734812,0.000001246643,0.0001484827,0.000002798284,0.0003641958],"genre_scores_gemma":[0.9993004,0.0000328752,0.00003914413,0.00001148376,0.000001641925,0.000002214726,0.0001897717,0.000001110984,0.0004213053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620951,"threshold_uncertainty_score":0.05211389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005966147640123474,"score_gpt":0.1719118851593378,"score_spread":0.1659457375192143,"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."}}