{"id":"W2025700452","doi":"10.1017/s001667230800966x","title":"Unravelling the evolutionary advantage of sex: a commentary on ‘Mutation–selection balance and the evolutionary advantage of sex and recombination’ by Brian Charlesworth","year":2007,"lang":"en","type":"letter","venue":"Genetics Research","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Selection (genetic algorithm); Recombination; Content (measure theory); Biology; Balance (ability); Genetics; Mutation; Evolutionary biology; Computer science; Artificial intelligence; Mathematics; Gene; Neuroscience","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":[0.006353914,0.001379569,0.001775123,0.0006101598,0.003313389,0.002851369,0.004110165,0.03962136,0.003742015],"category_scores_gemma":[0.02133961,0.001022397,0.001096385,0.0007929561,0.007979894,0.007626878,0.001886181,0.04935851,0.003641119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946876,"about_ca_system_score_gemma":0.002556046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006407302,"about_ca_topic_score_gemma":0.01042424,"domain_scores_codex":[0.9963009,0.001458066,0.0002982736,0.0006249081,0.001036914,0.0002808937],"domain_scores_gemma":[0.9857551,0.01079839,0.0005864891,0.0003344148,0.001637211,0.0008884867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007621812,0.00001013671,0.0001001791,0.00007099556,0.00001279834,0.0004361802,0.0001684146,0.00005357625,0.000133383,0.003860295,0.989078,0.005999893],"study_design_scores_gemma":[0.0002457632,0.00008400452,0.0009906465,0.0005547935,0.00005288936,0.001619586,0.0006798892,0.0004992744,0.0008260508,0.0423774,0.9519442,0.0001254898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001862068,0.0066585,0.0001536079,0.9683951,0.02384286,0.000004110647,0.00001831405,0.00001671175,0.0007246236],"genre_scores_gemma":[0.00323993,0.003922128,0.0002721404,0.936255,0.05277241,0.00001925082,0.00001392872,0.00003038659,0.003474836],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03962136,"threshold_uncertainty_score":0.03360313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388952265981459,"score_gpt":0.3122497023170732,"score_spread":0.2983601796572586,"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."}}