{"id":"W2056753739","doi":"10.1029/2011eo260014","title":"Earlier Arctic snowmelt does not increase carbon sequestration","year":2011,"lang":"en","type":"article","venue":"Eos","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Snowmelt; Arctic; Environmental science; Snow; Spring (device); Ecosystem; Global warming; Atmosphere (unit); Permafrost; Carbon dioxide; Arctic ecology; Climate change; Physical geography; Climatology; Atmospheric sciences; Ecology; Oceanography; Geography; Geology; Meteorology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001149728,0.00008186819,0.0000768328,0.00003532789,0.00006021508,0.00002779305,0.00008387828,0.00004859095,0.01159258],"category_scores_gemma":[0.00001747098,0.00005649661,0.00002645601,0.00005956274,0.00003588537,0.0001284094,0.000005313112,0.00007551846,0.0004058703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002800214,"about_ca_system_score_gemma":0.00001692123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06043102,"about_ca_topic_score_gemma":0.04580063,"domain_scores_codex":[0.9994246,0.00003644734,0.0001026462,0.0001436628,0.0001165113,0.0001761615],"domain_scores_gemma":[0.9996936,0.00003368114,0.00002303655,0.0001334561,0.00002095985,0.00009530542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003981462,0.00001185942,0.9935788,0.00001603044,0.000005468464,0.00003188264,0.001213917,0.000001714194,0.0008359614,0.00002423154,0.00007932765,0.004161031],"study_design_scores_gemma":[0.0001069441,0.00008052651,0.9937167,0.00001316076,0.00001383441,0.000009019329,0.000167003,0.0007969333,0.003567471,0.0004041008,0.0009828069,0.000141542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632628,0.00005678821,0.000001334999,0.00008986598,0.0003080608,0.00008397004,0.0002611234,0.00003211278,0.03590395],"genre_scores_gemma":[0.9984154,0.00004884161,0.00005942749,0.0003470013,0.0002364931,0.000001280153,0.0003921073,0.000002766753,0.0004967166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03540723,"threshold_uncertainty_score":0.989311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395044824829959,"score_gpt":0.2263838217217794,"score_spread":0.1724333734734798,"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."}}