{"id":"W2132747017","doi":"10.5194/bg-12-845-2015","title":"Biogeochemical variations at the Porcupine Abyssal Plain sustained Observatory in the northeast Atlantic Ocean, from weekly to inter-annual timescales","year":2015,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Lamont-Doherty Earth Observatory, Columbia University; Canada Excellence Research Chairs, Government of Canada; Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Biogeochemical cycle; Environmental science; Oceanography; Argo; Ocean gyre; Mixed layer; Bloom; Climatology; Atmospheric sciences; Geology; Subtropics","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":[0.0001660774,0.0001681187,0.0001274792,0.0005425003,0.0002761661,0.0005177741,0.0002285603,0.0001621358,0.0006411111],"category_scores_gemma":[0.0005456005,0.0001147559,0.0001367316,0.0007449445,0.0002209785,0.0002775029,0.0004128477,0.0001677527,0.0001109623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007129054,"about_ca_system_score_gemma":0.0004823623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2084656,"about_ca_topic_score_gemma":0.3128944,"domain_scores_codex":[0.9998771,0.000009711951,0.000007556465,0.00004096921,0.00004010418,0.00002459957],"domain_scores_gemma":[0.9995567,0.00003525104,0.0001535328,0.00003189255,0.0001589232,0.00006364429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007788821,0.00002633822,0.976356,0.00003925387,0.00007831,0.0002882363,0.0005660222,0.0003327786,0.01016023,0.00003030418,0.000478148,0.01156645],"study_design_scores_gemma":[8.061502e-7,0.000003825108,0.9994611,0.000001720471,0.000002758784,0.00001442532,0.00006522753,0.00009144912,0.00009087455,0.00000190126,0.0002651336,8.608138e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983627,0.00007931671,0.00008660451,0.00003586227,0.000005979701,0.000003601871,0.0005928269,0.00001657096,0.0008165881],"genre_scores_gemma":[0.9988066,0.00007218929,0.000183054,0.00001415729,0.000007222727,0.000005545504,0.000557604,0.000004639318,0.0003488738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084656,"threshold_uncertainty_score":0.4145043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185146000143151,"score_gpt":0.2133593658658212,"score_spread":0.1948447658515061,"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."}}