{"id":"W1965905316","doi":"10.1016/j.jmaa.2015.02.016","title":"Stochastic replicator dynamics subject to Markovian switching","year":2015,"lang":"en","type":"preprint","venue":"Journal of Mathematical Analysis and Applications","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Markov chain; Replicator equation; Markov process; Computer science; Variable-order Markov model; Population; State space; Mathematics; Mathematical optimization; Statistical physics; Applied mathematics; Mathematical economics; Markov model; Statistics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002709558,0.0001457459,0.0005446761,0.0003721788,0.0003312608,0.0001692593,0.000380302,0.0001588898,0.0001083043],"category_scores_gemma":[0.0005698789,0.0001223242,0.0002716614,0.0007729881,0.00009665816,0.00009270215,0.0001623555,0.0003918548,0.0000233945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245965,"about_ca_system_score_gemma":0.0003101432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005447644,"about_ca_topic_score_gemma":0.0003639831,"domain_scores_codex":[0.9982023,0.0002096105,0.0006936872,0.0002355296,0.0004903056,0.0001686222],"domain_scores_gemma":[0.9979538,0.0003825537,0.0003729765,0.0003336352,0.0005623249,0.000394688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005433494,0.0004575395,0.0003630793,0.0001026616,0.001257851,0.000002815573,0.005250524,0.01153721,0.00006731007,0.9633978,0.0004869933,0.01702186],"study_design_scores_gemma":[0.0001975797,0.00008488023,0.0008734504,0.0001867673,0.004273228,0.00001782867,0.004209625,0.03674376,0.000007102668,0.9490497,0.003879494,0.0004765786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06621772,0.0001897298,0.9259791,0.004133682,0.0000397731,0.000475305,0.00002520389,0.00002108903,0.002918374],"genre_scores_gemma":[0.9912832,0.00006303966,0.007510876,0.00008931822,0.0005154284,0.0001219096,0.00001696081,0.00001174366,0.0003875701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9250655,"threshold_uncertainty_score":0.4988236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036178884569863,"score_gpt":0.3272661807647793,"score_spread":0.3069043919190806,"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."}}