{"id":"W3172232226","doi":"","title":"Carbon and Carbon Isotope Cycling in the Western Canadian Arctic","year":2016,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cycling; Carbon fibers; Carbon cycle; Arctic; Environmental science; Geography; Geology; Oceanography; Archaeology; Materials science; Ecology; Ecosystem","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":[0.0004648118,0.0001883437,0.0001637032,0.00005802409,0.00007995031,0.00007705909,0.0002975256,0.0001198819,0.000118518],"category_scores_gemma":[0.00003833338,0.0001055572,0.00002453464,0.0001443867,0.0001043245,0.0001275219,0.00006567527,0.0002142173,0.00006916738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655306,"about_ca_system_score_gemma":0.00007082705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3427378,"about_ca_topic_score_gemma":0.2883359,"domain_scores_codex":[0.9985,0.000106866,0.0002717278,0.0003650681,0.0002396041,0.0005167132],"domain_scores_gemma":[0.9993212,0.00008493068,0.00008415185,0.0002705109,0.00001071117,0.0002284546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003022977,0.0000972585,0.7744139,0.00002150973,0.00003413917,0.0002760291,0.003468154,0.00241287,0.1885906,0.0004414193,0.0001221752,0.03009164],"study_design_scores_gemma":[0.0004773029,0.00007785157,0.9912003,0.00008317298,0.00001656262,0.00003390676,0.0001103431,0.0008224309,0.003169748,0.001273417,0.002378171,0.0003567722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602448,0.00006827401,0.00000158746,0.004037942,0.0001375139,0.0002074163,0.000002068251,0.00001217986,0.03528818],"genre_scores_gemma":[0.9978355,0.0001119767,0.00005194775,0.0006068038,0.00007491765,0.00001803575,0.000002159638,0.00001321434,0.001285449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2167864,"threshold_uncertainty_score":0.7246501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183474346999008,"score_gpt":0.2277389417192212,"score_spread":0.2093915070193204,"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."}}