{"id":"W2274910709","doi":"10.1002/2015gb005332","title":"Toward a quantitative and empirical dissolved organic carbon budget for the Gulf of Maine, a semienclosed shelf sea","year":2016,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Dalhousie University; U.S. Geological Survey; National Aeronautics and Space Administration","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Oceanography; Hydrography; Total organic carbon; Environmental science; Geology; Plume; Submarine groundwater discharge; Hydrology (agriculture); Phytoplankton; Environmental chemistry; Groundwater; Chemistry; Aquifer; Nutrient","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004468927,0.0003598956,0.0001229576,0.0007398549,0.000235206,0.0007804839,0.0002979914,0.000334336,0.0004329721],"category_scores_gemma":[0.000975647,0.000173864,0.0002070574,0.0004429771,0.0002288326,0.000494703,0.0002888754,0.0001412665,0.0001370307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268846,"about_ca_system_score_gemma":0.0006636278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05954396,"about_ca_topic_score_gemma":0.06256675,"domain_scores_codex":[0.9999506,0.00001072101,0.000004961028,0.00001779896,0.000009605306,0.000006163416],"domain_scores_gemma":[0.9997765,0.00004655648,0.00006372479,0.00001618456,0.00007043024,0.00002649331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004817539,0.00005430677,0.9385573,0.0000408526,0.00007918291,0.0001919706,0.0001621027,0.03998818,0.01060552,0.0005664884,0.0002978402,0.009408158],"study_design_scores_gemma":[0.00001863014,0.00003344811,0.8702564,0.00002463779,0.00001373755,0.0000336769,0.0001760843,0.1266873,0.001394812,0.0003242924,0.001025844,0.00001122784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978757,0.0001187131,0.001015341,0.00006654007,0.000002196581,0.00001264631,0.0004748695,0.00002918033,0.0004048934],"genre_scores_gemma":[0.9976001,0.0000818867,0.001480668,0.00001162151,0.000003505078,0.000008066419,0.0006511969,0.0000063319,0.0001567285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05954396,"threshold_uncertainty_score":0.1183948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017809220802831,"score_gpt":0.2484869460418579,"score_spread":0.2283088538338297,"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."}}