{"id":"W4205532938","doi":"10.1002/0471221546.ch4","title":"Chaotic Dynamics","year":2001,"lang":"en","type":"other","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chaotic; Attractor; Mathematics; Lorenz system; Ordinary differential equation; Nonlinear system; Logistic map; Mathematical analysis; Control theory (sociology); Physics; Differential equation; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002147798,0.000349967,0.0003458363,0.0003836711,0.0003078607,0.0005752133,0.0003279887,0.0004618343,0.004147008],"category_scores_gemma":[0.000605614,0.000155516,0.0004021326,0.0002746989,0.0002519548,0.000618693,0.0007367349,0.0004371896,0.0007856618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749686,"about_ca_system_score_gemma":0.0002915807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353371,"about_ca_topic_score_gemma":0.0014379,"domain_scores_codex":[0.9998837,0.0000243712,0.000009660718,0.00002788962,0.00004485363,0.000009592114],"domain_scores_gemma":[0.9998462,0.00004360088,0.00002234799,0.00003628635,0.00004058057,0.00001102492],"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":[0.0001098087,0.00006444343,0.002680393,0.0002635519,0.0001128232,0.00056408,0.0002583667,0.3995996,0.02583843,0.2315568,0.00789262,0.331059],"study_design_scores_gemma":[0.0000182626,0.00005016991,0.0008844336,0.00001951898,0.00001975362,0.0002945049,0.00002704887,0.9414946,0.003648084,0.03215827,0.02135896,0.00002630106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02338797,0.001009486,0.947578,0.0004501327,0.0002025596,0.00006769412,0.0002741975,0.0009555263,0.02607443],"genre_scores_gemma":[0.6882004,0.001612946,0.2752311,0.000145296,0.0001507234,0.00009887935,0.0003997278,0.0001503342,0.03401078],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004147008,"threshold_uncertainty_score":0.0138731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005666132431535755,"score_gpt":0.1779327095372949,"score_spread":0.1722665771057592,"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."}}