{"id":"W3088716085","doi":"10.5539/jmr.v12n5p73","title":"Nonlinear Dynamics of Climate Model","year":2020,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atmosphere (unit); Perspective (graphical); Nonlinear system; Point (geometry); Bifurcation; Dialog box; Scale (ratio); Computer science; Mathematics; Operations research; Meteorology; Physics; Artificial intelligence; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176504,0.00006940475,0.0002526258,0.0001399289,0.00007957732,0.00009185571,0.0004645902,0.00002227456,0.0002987346],"category_scores_gemma":[0.0002236604,0.00005093186,0.0001424706,0.0003324709,0.0001688481,0.0001917498,0.0001869339,0.0004009587,0.00003251953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002181426,"about_ca_system_score_gemma":0.0003013022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005554216,"about_ca_topic_score_gemma":0.000001067056,"domain_scores_codex":[0.9978809,0.00006097108,0.0004888907,0.00008784825,0.001169581,0.0003118475],"domain_scores_gemma":[0.9984374,0.0002223094,0.0002193178,0.0001701908,0.0007179913,0.0002327614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009138352,0.005622067,0.01863954,0.003376115,0.0008548591,0.00009105337,0.02283397,0.02287306,0.04652936,0.8102854,0.04198962,0.02599107],"study_design_scores_gemma":[0.0005405475,0.0002919229,0.00001781792,0.00009690245,0.0000120279,0.000003007479,0.008463725,0.9159277,0.01204754,0.06224325,0.0002717524,0.00008377677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709422,0.00007497072,0.08569204,0.002515256,0.0000679687,0.0002159661,0.0001579934,0.000005509721,0.04032812],"genre_scores_gemma":[0.9665887,0.00004817684,0.03285693,0.000009763224,0.0001942417,0.000001729698,0.000005815386,0.00001545035,0.0002791306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8930547,"threshold_uncertainty_score":0.3270934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155357306528776,"score_gpt":0.4100877399663744,"score_spread":0.2945520093134968,"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."}}