{"id":"W2166462967","doi":"10.1016/j.dsr2.2008.04.012","title":"Sinking fluxes of minor and trace elements in the North Pacific Ocean measured during the VERTIGO program","year":2008,"lang":"en","type":"article","venue":"Deep Sea Research Part II Topical Studies in Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Geotraces; Mesopelagic zone; Photic zone; Oceanography; Flux (metallurgy); Geology; Ocean gyre; Biogeochemical cycle; Environmental science; Deep sea; Subarctic climate; Pelagic zone; Transect; Nutrient; Environmental chemistry; Chemistry; Phytoplankton","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":[0.001209474,0.0001450687,0.000264784,0.0002097533,0.0007208707,0.00003867491,0.0004099012,0.00004514285,0.00003474804],"category_scores_gemma":[0.0001972553,0.0000806783,0.00007800917,0.001280491,0.0007432222,0.0001117446,0.0001335003,0.0004207388,0.000002306716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007253171,"about_ca_system_score_gemma":0.00001962188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000353997,"about_ca_topic_score_gemma":0.02422586,"domain_scores_codex":[0.9972661,0.0005619655,0.0004167796,0.0002972585,0.0008600207,0.0005979257],"domain_scores_gemma":[0.9990459,0.0004678919,0.00005619659,0.0002576712,0.0001012216,0.00007112711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006908113,0.0001083565,0.9856389,0.0001128009,0.00004788777,0.00005661265,0.003792325,0.00001769614,4.39187e-7,0.00002220472,0.000346572,0.009787132],"study_design_scores_gemma":[0.0003784621,0.0003746132,0.9826514,0.0000465413,0.000004545731,0.00001394661,0.005059058,0.0004678655,0.000007591627,0.0001681483,0.01072706,0.0001008086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928229,0.003957205,3.254967e-7,0.0003634564,0.00007649566,0.0007185354,0.00001203685,0.00001444019,0.002034547],"genre_scores_gemma":[0.9979575,0.0018067,0.00004423244,0.00002189351,0.00008335184,0.00001549002,0.000009796236,0.000003042936,0.00005796747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02387187,"threshold_uncertainty_score":0.9935794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08232304085874768,"score_gpt":0.3097680081205816,"score_spread":0.2274449672618339,"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."}}