{"id":"W2573802682","doi":"10.1002/2016gl071881","title":"Eutrophication‐induced acidification of coastal waters in the northern Gulf of Mexico: Insights into origin and processes from a coupled physical‐biogeochemical model","year":2017,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Oceanography; Biogeochemical cycle; Eutrophication; Benthic zone; Environmental science; Ocean acidification; Hypoxia (environmental); Biogeochemistry; Bottom water; Water column; Stratification (seeds); Phytoplankton; Nutrient; Geology; Environmental chemistry; Seawater; Ecology; Oxygen; Chemistry","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":[0.0001785196,0.0005110759,0.0004498878,0.0003056011,0.0005878911,0.000985618,0.0006830723,0.001321187,0.001146761],"category_scores_gemma":[0.0005287731,0.0003930113,0.0005498928,0.0003025156,0.0005705106,0.0004292678,0.0007246176,0.0004736825,0.00006444879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849925,"about_ca_system_score_gemma":0.001224953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1636321,"about_ca_topic_score_gemma":0.08644111,"domain_scores_codex":[0.999945,0.00001481313,0.000003155955,0.00001489657,0.000005086742,0.0000170433],"domain_scores_gemma":[0.9998258,0.00006374429,0.00003849586,0.00001088044,0.00002489838,0.00003627903],"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":[0.0001283606,0.00007849546,0.01579741,0.0000179398,0.00007001006,0.0001268015,0.00003939126,0.9805471,0.001484046,0.0006541937,0.0002162731,0.0008399233],"study_design_scores_gemma":[0.0000812807,0.00003478078,0.007158667,0.000003536948,0.00002865585,0.000006625728,0.00005191636,0.9921051,0.0001670319,0.0002067535,0.000146789,0.000008883851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961876,0.00006423477,0.00114573,0.0002428209,0.000008610967,0.00001351733,0.0003705689,0.00005056961,0.001916339],"genre_scores_gemma":[0.9985985,0.00006232897,0.0005951662,0.00002050741,0.000005776399,0.00001999056,0.000193516,0.000007631292,0.0004965548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636321,"threshold_uncertainty_score":0.3253592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440070911459316,"score_gpt":0.3064939468614351,"score_spread":0.262093237746842,"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."}}