{"id":"W2462471715","doi":"10.1002/2015gb005326","title":"Basin‐wide N<sub>2</sub> fixation in the deep waters of the Mediterranean Sea","year":2016,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; European Social Fund; Higher Council for Science and Technology; Ministerio de Economía y Competitividad; FPInnovations; European Commission; Institut de Recherche pour le Développement","keywords":"Photic zone; Organic matter; Heterotroph; Oceanography; Water column; Diazotroph; Environmental science; Deep sea; Mediterranean sea; Chlorophyll a; Mediterranean climate; Carbon fixation; Environmental chemistry; Nitrogen fixation; Geology; Photosynthesis; Chemistry; Phytoplankton; Nitrogen; Ecology; Nutrient; Biology; Botany; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519302,0.0001080456,0.0001257473,0.00001776589,0.00004960838,0.00002215112,0.0004300359,0.00007347294,0.0001208257],"category_scores_gemma":[0.0001281709,0.00004490423,0.00008575123,0.0002405839,0.0001246488,0.00009601319,0.00003683894,0.00006000795,0.00006893987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008887208,"about_ca_system_score_gemma":0.00002045041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773901,"about_ca_topic_score_gemma":0.005141142,"domain_scores_codex":[0.9989277,0.000113901,0.0002325806,0.0001752607,0.0003127838,0.0002377527],"domain_scores_gemma":[0.9994486,0.000172649,0.00007916223,0.0002231193,0.00002373403,0.00005276598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003667456,0.00001459077,0.9256545,0.00001495475,0.000007119447,0.000003097221,0.00005618337,0.000005964479,0.005817211,0.00005171157,0.001886804,0.06645116],"study_design_scores_gemma":[0.0004161147,0.00004961004,0.8869528,0.00008390758,0.00001669742,0.00002413148,0.0001961297,0.0004582168,0.1005011,0.006707398,0.004411964,0.0001819312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916502,0.00007589247,0.00001762803,0.003344246,0.0001754733,0.0001377333,0.0003699394,0.00001209216,0.004216786],"genre_scores_gemma":[0.9994215,0.00001926481,0.00001305762,0.0003844626,0.00007856505,0.000001626961,0.00007733919,0.000001213427,0.000003009101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09468393,"threshold_uncertainty_score":0.4193327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008830083686969177,"score_gpt":0.1916282467730721,"score_spread":0.182798163086103,"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."}}