{"id":"W3136175182","doi":"10.1029/2020gb006684","title":"Stable Carbon Isotopes Suggest Large Terrestrial Carbon Inputs to the Global Ocean","year":2021,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Carbon cycle; Environmental science; Terrestrial ecosystem; Global change; Carbon fibers; Isotopes of carbon; Oceanography; Carbon flux; Ecosystem; Climate change; Total organic carbon; Geology; Ecology; Environmental chemistry; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001417802,0.0003124212,0.0002573252,0.000002193972,0.0001491777,0.00007130802,0.0005273118,0.0001840964,0.0003472467],"category_scores_gemma":[0.0000825688,0.0002472924,0.000126617,0.0005595801,0.0002415219,0.00006886936,0.001128639,0.0001616354,0.0001360797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008946686,"about_ca_system_score_gemma":0.00002942097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221513,"about_ca_topic_score_gemma":0.001205551,"domain_scores_codex":[0.9976543,0.00007733033,0.0003001013,0.0006583763,0.0005541781,0.0007557457],"domain_scores_gemma":[0.999042,0.00002511713,0.0000678642,0.0005226067,0.00000548664,0.0003369288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008786679,0.0002690341,0.9875227,0.000004626008,0.00003402999,0.00007312628,0.00006277677,0.002827276,0.004274415,0.0001378834,0.002285017,0.002421225],"study_design_scores_gemma":[0.004292136,0.0004270864,0.5206537,0.0001176532,0.0003537065,0.0003536267,0.001375101,0.01594126,0.05009069,0.01192224,0.3912226,0.003250229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785948,0.0001925839,0.0000887893,0.002262773,0.0003195944,0.0002339959,0.0002404192,0.00008122314,0.01798587],"genre_scores_gemma":[0.996516,0.00003906818,0.001582204,0.001474287,0.000184674,0.00001015198,0.00008106937,0.00001392347,0.00009854653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.466869,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005845379838190816,"score_gpt":0.2146534104998047,"score_spread":0.2088080306616139,"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."}}