{"id":"W4249890406","doi":"10.5194/npg-2020-4","title":"Anthropocene Climate Bifurcation","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anthropocene; Paleoclimatology; Climatology; Climate change; Climate model; Greenhouse gas; Climate state; Arctic; Environmental science; Forcing (mathematics); Bifurcation; Climate sensitivity; Geology; Atmospheric sciences; Global warming; Nonlinear system; Effects of global warming; Oceanography; Paleontology; Physics","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":[0.000293548,0.000277686,0.0003358481,0.0004657963,0.0004898155,0.0006703483,0.000222279,0.0005054503,0.004894696],"category_scores_gemma":[0.0009677518,0.0001012795,0.0006481564,0.0002393201,0.0003639639,0.0005615285,0.0008099052,0.0004633046,0.0003285821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008362609,"about_ca_system_score_gemma":0.0004117072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928808,"about_ca_topic_score_gemma":0.001080016,"domain_scores_codex":[0.9998845,0.00004492495,0.000004605415,0.000022813,0.00002292392,0.00002025287],"domain_scores_gemma":[0.999811,0.00007307089,0.00004201606,0.00002188997,0.00003180908,0.00002016514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001684564,0.00005754817,0.02001729,0.0002353097,0.0001539446,0.000794841,0.0005640105,0.6585377,0.009645573,0.2870601,0.003252131,0.01951307],"study_design_scores_gemma":[0.00006345561,0.00009187048,0.01079636,0.00004292975,0.0000461524,0.0003022968,0.0002158504,0.8281314,0.001827869,0.1480574,0.01039039,0.00003392481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610132,0.0005955819,0.06825117,0.001201315,0.0001415605,0.00005993255,0.000475083,0.0002467685,0.06801543],"genre_scores_gemma":[0.9936448,0.0001813325,0.003346795,0.00006491632,0.00002142523,0.00003513795,0.000123956,0.0000188333,0.002562723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004894696,"threshold_uncertainty_score":0.01637441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240759456447041,"score_gpt":0.2306428019032343,"score_spread":0.2182352073387639,"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."}}