{"id":"W2004976019","doi":"10.1029/2007eo260007","title":"A scientific synthesis and assessment of the Arctic Carbon Cycle","year":2007,"lang":"en","type":"article","venue":"Eos","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Library science; Carbon cycle; Geography; Political science; Environmental science; Oceanography; Physical geography; Ecology; Computer science; Geology","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":[0.0005188671,0.00005255026,0.00007287318,0.00003073639,0.0001521752,0.00002460615,0.0001140349,0.00002355776,0.0001528063],"category_scores_gemma":[0.00006397662,0.00003302481,0.00002727519,0.0001423433,0.000222833,0.00004407592,0.00001556038,0.00008077868,0.000002696299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004136386,"about_ca_system_score_gemma":0.00004226188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328511,"about_ca_topic_score_gemma":0.001390436,"domain_scores_codex":[0.9993932,0.00002612469,0.0001113473,0.0001201989,0.000194255,0.0001548374],"domain_scores_gemma":[0.99953,0.0002142898,0.0000370791,0.0001497283,0.00002295899,0.00004596888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003327747,0.000008639776,0.9685668,0.0000192178,0.000006858363,0.000001820979,0.000154619,0.00008699206,0.00007766377,0.0001603287,0.000005079214,0.03090866],"study_design_scores_gemma":[0.00003798295,0.00001465447,0.9786956,0.00002219098,0.00001611974,0.000008868303,0.0002762498,0.0198813,0.0001631222,0.0004767934,0.0003583767,0.0000487326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866736,0.00004092561,0.00009834095,0.00017482,0.0002673009,0.00007316125,0.000008220865,0.000006819003,0.01265681],"genre_scores_gemma":[0.9989136,0.000006737539,0.0008241203,0.0000427858,0.00002622733,2.370569e-7,0.000001756402,0.000001398352,0.0001830622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03085993,"threshold_uncertainty_score":0.200832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008905727450078164,"score_gpt":0.2226529370812034,"score_spread":0.2137472096311252,"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."}}