{"id":"W2950613720","doi":"10.1111/evo.12354","title":"CHAOS AND UNPREDICTABILITY IN EVOLUTION","year":2014,"lang":"en","type":"article","venue":"Evolution","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Evolutionary dynamics; Chaotic; Natural selection; Perspective (graphical); Selection (genetic algorithm); Dimension (graph theory); Process (computing); Scalar (mathematics); CHAOS (operating system)","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":[0.0003350523,0.00009032476,0.0000811468,0.00005149447,0.00005025146,0.000007329275,0.00006119428,0.0001298882,0.00000745485],"category_scores_gemma":[0.0001578248,0.00009609406,0.00002776248,0.00009252389,0.00008649976,0.00000413765,0.00005761303,0.00006682544,0.000009951251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006440627,"about_ca_system_score_gemma":0.00003409493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007597038,"about_ca_topic_score_gemma":0.0007475875,"domain_scores_codex":[0.9992191,0.00009398065,0.0001536075,0.0002752907,0.00008588416,0.0001721414],"domain_scores_gemma":[0.9996421,0.000007054013,0.00003716804,0.0002156824,0.00003990348,0.00005805078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555575,0.000204561,0.7046525,0.00006005354,0.00001916492,4.793203e-7,0.0001114518,0.003192461,0.2639567,0.02050911,0.002182629,0.004955288],"study_design_scores_gemma":[0.0006408534,0.0001660439,0.9425877,0.000008890704,0.000005625061,0.000008402618,0.00004557756,0.04635085,0.0003864507,0.003921486,0.005727609,0.0001505157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943848,0.0004873924,0.1029412,0.0001628166,0.0001322656,0.000122792,0.000004988443,0.00001810125,0.001745685],"genre_scores_gemma":[0.9988905,0.00003419951,0.0005204384,0.00005849865,0.0001387823,0.00001187911,0.00004848179,0.000008175448,0.0002890868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635702,"threshold_uncertainty_score":0.3918602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002172847471071179,"score_gpt":0.2015542147274789,"score_spread":0.1993813672564078,"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."}}