{"id":"W1984327806","doi":"10.1175/2011jcli3898.1","title":"Nonlinearity of Carbon Cycle Feedbacks","year":2011,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Victoria; Pacific Institute for Climate Solutions","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Carbon cycle; Environmental science; Carbon sink; Carbon fibers; Climate change; Climatology; Earth system science; Greenhouse gas; Climate model; Global change; Atmospheric sciences; Ecology; Mathematics; Geology; Ecosystem; Oceanography; Algorithm","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008080459,0.0003021323,0.0004199726,0.0005903373,0.0003755349,0.001072162,0.0004136687,0.0005389816,0.002319734],"category_scores_gemma":[0.006602758,0.000336881,0.0006924008,0.0003476726,0.0009261249,0.001447536,0.001093965,0.000666466,0.0002155442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150129,"about_ca_system_score_gemma":0.0005827484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005597261,"about_ca_topic_score_gemma":0.00281188,"domain_scores_codex":[0.9993644,0.0002020233,0.00003875468,0.00009912618,0.0001705825,0.0001250829],"domain_scores_gemma":[0.9979062,0.001269653,0.0002998568,0.0002080551,0.0002243824,0.00009189889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002528389,0.00006946083,0.06594542,0.0001205901,0.000173647,0.0003872022,0.0003986262,0.8853847,0.01661997,0.02238079,0.0005549775,0.007711838],"study_design_scores_gemma":[0.00002139868,0.00008018121,0.02998208,0.00001384891,0.00002886088,0.0001536381,0.0001550631,0.9435861,0.002352979,0.02280927,0.0007814441,0.00003504989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677316,0.00008698488,0.02246411,0.0005073138,0.00001634814,0.00003436412,0.0001785377,0.0002035567,0.008777076],"genre_scores_gemma":[0.999364,0.00001351469,0.000268905,0.00001421626,0.000002132464,0.000005691713,0.00002079141,0.000009021713,0.0003017452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005597261,"threshold_uncertainty_score":0.01112938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009546537162739227,"score_gpt":0.2135854450085204,"score_spread":0.2040389078457812,"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."}}