{"id":"W4388224139","doi":"10.1038/s41467-023-41960-w","title":"Atlantic-origin water extension into the Pacific Arctic induced an anomalous biogeochemical event","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"JST-Mirai Program; Japan Agency for Marine-Earth Science and Technology; Fisheries and Oceans Canada; Korea Polar Research Institute; Office of Polar Programs; Ministry of Oceans and Fisheries; Korea Institute of Marine Science and Technology promotion; National Science Foundation; Yale University; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Oceanography; Biogeochemical cycle; Ocean gyre; Arctic; Context (archaeology); Ridge; Geology; Environmental science; Ecology","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":[0.0001421327,0.0001176103,0.0001169617,0.0002098191,0.0006924242,0.0004084043,0.0001021344,0.000198554,0.0006822922],"category_scores_gemma":[0.0002833069,0.00005864555,0.0001108877,0.0002845171,0.0003361319,0.000177952,0.000547221,0.000338945,0.00009649451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006216958,"about_ca_system_score_gemma":0.0006193825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02748424,"about_ca_topic_score_gemma":0.05269661,"domain_scores_codex":[0.999946,0.00000644501,0.000002603627,0.00001292306,0.00001276284,0.00001925149],"domain_scores_gemma":[0.9997906,0.00001414723,0.00006095798,0.00001705052,0.00005184352,0.00006546601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003581625,0.00004836365,0.9360995,0.00002618353,0.00002882508,0.001549095,0.0008133162,0.0003503518,0.04817414,0.0004692488,0.001032685,0.01105014],"study_design_scores_gemma":[0.000003417395,0.00003868719,0.9949791,0.000004517975,0.00001152521,0.0001338257,0.0006904991,0.0005167996,0.001606017,0.0001111789,0.00190135,0.000003026842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987406,0.0000275184,0.0000786221,0.00008419008,0.00001443796,0.000001886809,0.000089922,0.000006600934,0.0009561906],"genre_scores_gemma":[0.9994906,0.00003735898,0.00007382857,0.00003293317,0.000009747273,0.000001919698,0.00008654754,0.000001932853,0.0002651572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02748424,"threshold_uncertainty_score":0.05464852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218484601479296,"score_gpt":0.2725501828983029,"score_spread":0.2503653368835099,"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."}}