{"id":"W2770830794","doi":"10.1038/551305a","title":"Ocean hotspots of nitrogen loss","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nitrogen; Environmental science; Oceanography; Oscillation (cell signaling); Nitrogen cycle; El Niño Southern Oscillation; Climatology; Atmospheric sciences; Chemistry; Geology","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":[0.0002799202,0.0001674411,0.000289014,0.001335244,0.0003949542,0.001076941,0.0002137768,0.0004145528,0.004823789],"category_scores_gemma":[0.0007631468,0.0001084714,0.0002304995,0.001704423,0.0005988953,0.0009203552,0.001432912,0.000318956,0.0002454313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591511,"about_ca_system_score_gemma":0.0005450639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007228,"about_ca_topic_score_gemma":0.009912654,"domain_scores_codex":[0.999853,0.00001847733,0.00001164888,0.00002934948,0.00002669209,0.00006070848],"domain_scores_gemma":[0.9992234,0.00009720334,0.0003687677,0.00004897256,0.00008036445,0.0001813123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006959176,0.0000399021,0.9466404,0.0004428302,0.0002266968,0.0007683916,0.0006696485,0.0009747376,0.006424002,0.003838354,0.003944888,0.03533419],"study_design_scores_gemma":[0.00001506263,0.00004334552,0.9874307,0.00006939044,0.00004641935,0.0003026792,0.001591305,0.0004123391,0.0004662088,0.002288916,0.007321987,0.00001162698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845413,0.003976749,0.0001705499,0.00203319,0.00009331266,0.000008377765,0.001036696,0.0000398777,0.008099889],"genre_scores_gemma":[0.9970579,0.001661521,0.0001024827,0.0001921353,0.00008052857,0.000003802338,0.0002961872,0.000006325242,0.0005989945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005007228,"threshold_uncertainty_score":0.01613724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006533577382123493,"score_gpt":0.2122119051709095,"score_spread":0.205678327788786,"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."}}