{"id":"W2159449564","doi":"10.1098/rspb.2010.2074","title":"Paradoxical persistence through mixed-system dynamics: towards a unified perspective of reversal behaviours in evolutionary ecology","year":2011,"lang":"en","type":"review","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Metapopulation; Counterintuitive; Ecology; Population; Evolutionary dynamics; Evolutionary ecology; Computer science; Epistemology; Biology; Biological dispersal; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001592835,0.001179518,0.001796563,0.00205618,0.0005244061,0.002481156,0.001975214,0.002632216,0.001172178],"category_scores_gemma":[0.001515869,0.0004476313,0.0005476523,0.002145611,0.004184669,0.005375609,0.001509265,0.003366659,0.0006367554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721958,"about_ca_system_score_gemma":0.00128015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096369,"about_ca_topic_score_gemma":0.001287315,"domain_scores_codex":[0.9996282,0.0001534078,0.00002887232,0.00005506116,0.0001102451,0.00002428624],"domain_scores_gemma":[0.9991626,0.0005770195,0.00005938229,0.00004475738,0.0001165929,0.00003959419],"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":[0.00003995492,0.0000534074,0.0003425852,0.006695736,0.0001450579,0.0004596254,0.0007287341,0.005864012,0.001255024,0.5216038,0.01299582,0.4498161],"study_design_scores_gemma":[0.00002403702,0.0001036512,0.0007014372,0.003764334,0.0000925924,0.001756708,0.0004848843,0.004916221,0.0008535057,0.4263188,0.5608976,0.00008629071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004931185,0.9867024,0.007503143,0.001608064,0.0003261834,0.000005921845,0.000006294856,0.00001719313,0.003337775],"genre_scores_gemma":[0.01243208,0.9806697,0.003900557,0.0006496682,0.0008306669,0.00002232877,0.00001282753,0.0000092052,0.001473064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002632216,"threshold_uncertainty_score":0.01249379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970739420696239,"score_gpt":0.2984351473063211,"score_spread":0.2487277530993587,"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."}}