{"id":"W2968285088","doi":"","title":"The carbon budget of the northern cryosphere region","year":2010,"lang":"en","type":"article","venue":"Max Planck Institute for Plasma Physics","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Cryosphere; Permafrost; Environmental science; Carbon cycle; Climatology; Climate change; Carbon sink; Sea ice; Global warming; Greenhouse gas; Atmospheric sciences; Physical geography; Geology; Oceanography; Ecology; Geography; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001277229,0.0001429057,0.0001307875,0.00000337474,0.0003305871,0.00002229077,0.0004753603,0.00009481183,0.0000150463],"category_scores_gemma":[0.0000293169,0.00007614355,0.00009976453,0.0001625104,0.0003994317,0.00008557913,0.0001303022,0.0002972463,0.00002990624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002933622,"about_ca_system_score_gemma":0.00002405935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005519753,"about_ca_topic_score_gemma":0.005439688,"domain_scores_codex":[0.9991361,0.00001918736,0.0001885845,0.0001936777,0.0002152744,0.0002471165],"domain_scores_gemma":[0.9992207,0.00008237844,0.0001686118,0.000465431,0.00001407539,0.00004878524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008993181,0.000967156,0.3380068,0.0002530979,0.0005224438,0.00002283544,0.004620144,0.194406,0.156205,0.1231487,0.02028957,0.1606589],"study_design_scores_gemma":[0.001942905,0.0002281048,0.01382476,0.00006230382,0.0001495023,0.00003931281,0.0001331587,0.04000819,0.04353562,0.05778294,0.8415272,0.0007660057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733411,0.00001128012,0.00006629153,0.00040726,0.001943293,0.0003794777,0.00002746135,0.0000195742,0.02380423],"genre_scores_gemma":[0.9976043,0.00001190674,0.0002655274,0.00005022248,0.0001894374,0.00002785107,0.00001524841,0.00001701675,0.001818537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8212376,"threshold_uncertainty_score":0.3105044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008176026413559887,"score_gpt":0.193630499761088,"score_spread":0.1854544733475281,"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."}}