{"id":"W2161312838","doi":"10.5194/bg-10-3661-2013","title":"The fate of riverine nutrients on Arctic shelves","year":2013,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de la Recherche Scientifique","funders":"Institut national des sciences de l'Univers; Natural Sciences and Engineering Research Council of Canada; Centre National d’Etudes Spatiales; Canada Research Chairs; Agence Nationale de la Recherche; ArcticNet; European Space Agency","keywords":"Phytoplankton; Environmental science; Oceanography; Nitrate; Photic zone; Arctic; Upwelling; Nutrient; Biogeochemistry; Plankton; Colored dissolved organic matter; Dissolved organic carbon; Geology; Ecology; Biology","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":[0.0002934472,0.0003038545,0.0003079309,0.000463283,0.0008032986,0.001181904,0.0002129846,0.0002155538,0.000753514],"category_scores_gemma":[0.0004431749,0.0001880049,0.000227005,0.000501618,0.0003105477,0.0003827888,0.0006415503,0.0002588918,0.0002100831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009544234,"about_ca_system_score_gemma":0.0004313522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04405904,"about_ca_topic_score_gemma":0.06140269,"domain_scores_codex":[0.999893,0.00002147872,0.00000705671,0.0000351349,0.00002604096,0.00001740376],"domain_scores_gemma":[0.9995988,0.00004808473,0.0001022858,0.00001905589,0.0001834522,0.0000482873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002674285,0.00002595169,0.9684736,0.00005299281,0.0001870434,0.0002696363,0.0005066548,0.002469336,0.01488605,0.0004732366,0.000394639,0.01199349],"study_design_scores_gemma":[0.000004186903,0.00003503516,0.9934306,0.00002975948,0.00003293754,0.00006029587,0.0006317197,0.00197577,0.001726981,0.00016311,0.001900307,0.000009490644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985256,0.0002325457,0.00008194601,0.00002390332,0.00000511668,0.000001000593,0.0004221854,0.000002548319,0.0007052445],"genre_scores_gemma":[0.9985585,0.0002937569,0.0001318459,0.00001803023,0.000003962824,0.000003086468,0.0005156755,0.00000487195,0.0004702814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04405904,"threshold_uncertainty_score":0.08760518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009800347082285426,"score_gpt":0.1985119361643757,"score_spread":0.1887115890820902,"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."}}