{"id":"W2904802586","doi":"10.5194/bg-15-7379-2018","title":"Modelling the biogeochemical effects of heterotrophic and autotrophic N <sub>2</sub> fixation in the Gulf of Aqaba (Israel), Red Sea","year":2018,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Heterotroph; Diazotroph; Biogeochemical cycle; Autotroph; Oceanography; Nutrient; Water column; Nitrate; Biogeochemistry; Photic zone; Colored dissolved organic matter; Chlorophyll a; Environmental science; Carbon fixation; Estuary; Nitrogen fixation; Trichodesmium; Dissolved organic carbon; Nitrogen; Biology; Photosynthesis; Phytoplankton; Ecology; Botany; Chemistry; Geology; Bacteria","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":[0.0002863985,0.0006010108,0.0002580241,0.0002679957,0.0003692181,0.000885664,0.0006126086,0.0009180051,0.0006768742],"category_scores_gemma":[0.0005032248,0.0004411369,0.0006285896,0.0002483804,0.0004958967,0.0005261811,0.0003909263,0.0004404286,0.00007557433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316364,"about_ca_system_score_gemma":0.001278514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1734299,"about_ca_topic_score_gemma":0.08847748,"domain_scores_codex":[0.9999429,0.00001182655,0.000003676225,0.00001542294,0.000007181538,0.00001900076],"domain_scores_gemma":[0.9998158,0.00008132009,0.00003364681,0.000008553046,0.00003179285,0.00002899823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009549785,0.00007286812,0.04288945,0.00002294372,0.00005047953,0.0001322663,0.00004303018,0.9511559,0.003753204,0.0002885463,0.0001032899,0.001392621],"study_design_scores_gemma":[0.00003195224,0.00006036767,0.01171974,0.000003518565,0.00001793844,0.000009897815,0.00005471441,0.9873574,0.0005184779,0.0001057877,0.0001139968,0.000006236131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987766,0.00002987635,0.0005062444,0.0000434477,0.000004583937,0.000005331124,0.00008569213,0.00001525789,0.0005329785],"genre_scores_gemma":[0.9991918,0.00003048007,0.0004467311,0.00001139929,0.000001493252,0.000006481214,0.00008429023,0.000003180625,0.0002240318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734299,"threshold_uncertainty_score":0.3448409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205477388257753,"score_gpt":0.1939784972584478,"score_spread":0.1819237233758703,"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."}}