{"id":"W3006357613","doi":"10.5194/npg-27-391-2020","title":"Anthropocene climate bifurcation","year":2020,"lang":"en","type":"article","venue":"Nonlinear processes in geophysics","topic":"Climate variability and models","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Paleoclimatology; Climate change; Anthropocene; Climatology; Climate model; Climate state; Greenhouse gas; Environmental science; Arctic; Bifurcation; Geology; Atmospheric sciences; Global warming; Effects of global warming; Nonlinear system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009994708,0.0001135131,0.0001307887,0.00001080505,0.00006505164,0.00002257105,0.0001899237,0.00005312423,0.0004573028],"category_scores_gemma":[0.0001231544,0.0001112129,0.00002419059,0.000636543,0.0001138079,0.0002977214,0.0001781312,0.0001263065,0.0007370844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004446124,"about_ca_system_score_gemma":0.00002793005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007425489,"about_ca_topic_score_gemma":0.00004146281,"domain_scores_codex":[0.9990276,0.00001873363,0.000196306,0.0003220238,0.0001909195,0.0002443882],"domain_scores_gemma":[0.9996567,0.00004230986,0.00005713917,0.0001517305,0.00001665948,0.0000754758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000587485,0.004800488,0.6640652,0.004006599,0.000042664,0.00006812948,0.02189539,0.1530571,0.03093966,0.003248588,0.001465599,0.1158231],"study_design_scores_gemma":[0.003771035,0.00101844,0.06891455,0.0002630219,0.00009292117,0.00001115492,0.001138454,0.7945867,0.04791382,0.02316344,0.05655082,0.002575707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899431,0.0000357637,0.0008213397,0.001470107,0.00006286969,0.0002024847,0.00003575808,0.00008965548,0.007338911],"genre_scores_gemma":[0.9940616,0.0002217423,0.004514653,0.0009919349,0.0001278806,0.00001409901,0.00004072693,0.00001676664,0.00001061146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6415296,"threshold_uncertainty_score":0.9473975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159048378550967,"score_gpt":0.2592190155409462,"score_spread":0.2376285317554366,"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."}}