{"id":"W3043618134","doi":"10.1007/s12237-020-00802-4","title":"Seasonal Nitrogen Uptake Dynamics and Harmful Algal Blooms in the York River, Virginia","year":2020,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Virginia Sea Grant, Virginia Institute of Marine Science","keywords":"Ammonium; Nitrification; Nitrate; Nutrient; Bloom; Phytoplankton; Environmental chemistry; Nitrogen; Urea; Plankton; Dinoflagellate; Algal bloom; Animal science; Chemistry; Biology; Botany; Ecology; Biochemistry","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":[0.0001661042,0.00008983418,0.0001790278,0.0007940449,0.0007350571,0.0008455665,0.0003075252,0.0002073192,0.00089215],"category_scores_gemma":[0.0005279029,0.0001519216,0.0001085386,0.0008244853,0.0003604639,0.000354023,0.0004144654,0.0002324445,0.000136616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275354,"about_ca_system_score_gemma":0.001191152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4730654,"about_ca_topic_score_gemma":0.7827356,"domain_scores_codex":[0.9998878,0.00001345372,0.00000829796,0.00003364744,0.00002303181,0.00003376837],"domain_scores_gemma":[0.9994389,0.0001097032,0.0001210295,0.00002265785,0.0001828523,0.0001247394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165754,0.00004768038,0.9931733,0.000008047345,0.00003773472,0.0001119531,0.0005566599,0.0002572476,0.002292146,0.00009362442,0.0004922679,0.002763466],"study_design_scores_gemma":[0.000003021923,0.00001729897,0.998173,0.000002809576,0.00000715692,0.00001800212,0.000681611,0.0002565629,0.0001668965,0.00001349789,0.0006573001,0.00000287744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987879,0.00004061389,0.00003037558,0.00003266257,0.000002956642,0.000003612562,0.0003256667,0.000003551131,0.0007725711],"genre_scores_gemma":[0.998363,0.00004471555,0.0000463581,0.0000139325,0.000002687619,0.000004617447,0.0003767447,0.00000282961,0.001145111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4730654,"threshold_uncertainty_score":0.9406238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009807793234853982,"score_gpt":0.1809802576440294,"score_spread":0.1711724644091754,"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."}}