{"id":"W3008710125","doi":"10.1002/lno.11421","title":"Freshening of the western Arctic negates anthropogenic carbon uptake potential","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Environmental science; Dissolved organic carbon; Sink (geography); Arctic; Alkalinity; Carbon dioxide; Total inorganic carbon; Oceanography; Carbon cycle; Carbon sink; The arctic; Carbon fibers; Dilution; Environmental chemistry; Carbon dioxide in Earth's atmosphere; Ecology; Climate change; Ecosystem; Chemistry; Geology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006041094,0.0001131516,0.0001658889,0.00004272279,0.0001745106,0.00001222296,0.0001910496,0.00008997826,0.0001009588],"category_scores_gemma":[0.00001701182,0.00007651377,0.00008241667,0.0002503348,0.0005678347,0.00006232458,0.00003454192,0.0002011975,0.000003885215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":5.34546e-7,"about_ca_system_score_gemma":0.00001573038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001978575,"about_ca_topic_score_gemma":0.00009411472,"domain_scores_codex":[0.999234,0.00005978109,0.0001819475,0.0001971829,0.0001065277,0.0002206134],"domain_scores_gemma":[0.9996382,0.00005710937,0.0000874206,0.0001205754,0.00002105361,0.00007561163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004408019,0.000006029494,0.9967517,0.00002666814,0.00004445416,0.000005794196,0.0005859354,0.0001384042,0.00006667461,0.00004863096,0.00001372594,0.002267963],"study_design_scores_gemma":[0.0002706378,0.0002078075,0.9936614,0.00001662118,0.0000545908,0.00003506504,0.0004679217,0.003885754,0.00009507212,0.0005554863,0.0006413757,0.000108236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996051,0.001093935,0.00008766055,0.002153473,0.000272881,0.00007742596,0.00002203436,0.00002401325,0.0002176399],"genre_scores_gemma":[0.9983525,0.0004164056,0.0002253987,0.0009015119,0.00007866997,1.754175e-7,0.0000103106,0.00000316724,0.0000118696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00374735,"threshold_uncertainty_score":0.3120141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008274500707521233,"score_gpt":0.1844640520290512,"score_spread":0.1761895513215299,"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."}}