{"id":"W2804834064","doi":"10.5194/bg-2018-220","title":"Evidence of high N <sub>2</sub> fixation rates in productive waters of the temperate Northeast Atlantic","year":2018,"lang":"en","type":"article","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Centre National de la Recherche Scientifique; Labex OT-Med; Vrije Universiteit Brussel; Institut national des sciences de l'Univers; Ocean Frontier Institute; Fonds Wetenschappelijk Onderzoek; Fonds De La Recherche Scientifique - FNRS; Agence Nationale de la Recherche","keywords":"Diazotroph; Biology; Bacterioplankton; Nitrogenase; Bay; Oceanography; Trichodesmium; Zooplankton; Algae; Temperate climate; Cyanobacteria; Nitrogen fixation; Ecology; Botany; Phytoplankton; Nutrient; Geology; Bacteria","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":[0.0002983547,0.0002427329,0.0002904966,0.0009691174,0.0005636598,0.0006108033,0.0002040764,0.0002765518,0.0009160169],"category_scores_gemma":[0.0002784732,0.0001768935,0.000154536,0.0006242379,0.0003288616,0.0002229234,0.0005195712,0.0001580941,0.000215786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348842,"about_ca_system_score_gemma":0.0004616846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07625262,"about_ca_topic_score_gemma":0.1259421,"domain_scores_codex":[0.9998553,0.00001742738,0.00001439365,0.00004627453,0.00003271847,0.00003374217],"domain_scores_gemma":[0.9996378,0.00002426785,0.0001619128,0.00001393357,0.00007871113,0.00008327565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127266,0.00001112343,0.9841144,0.00002084857,0.00003736847,0.00006813771,0.0003461562,0.00004715932,0.01312957,0.00001721237,0.0000467648,0.002048415],"study_design_scores_gemma":[7.480762e-7,0.000006954636,0.9996659,0.000002306932,0.000002525985,0.00001356377,0.00009700833,0.00002473419,0.00007992963,0.000002734437,0.0001030103,7.397614e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990501,0.0001468092,0.00002667732,0.00001287533,0.000002467355,0.000001706608,0.0001687778,0.0000018992,0.0005887403],"genre_scores_gemma":[0.9991591,0.0001149363,0.00009977981,0.00002469102,0.000006738578,0.000003736834,0.0003245361,0.00000189446,0.0002645253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07625262,"threshold_uncertainty_score":0.1516175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135472816172906,"score_gpt":0.198409164350495,"score_spread":0.1848618827332044,"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."}}