{"id":"W4386249416","doi":"10.32388/0no31g","title":"Review of: \"Mutational selection: fragile sites, replicative stress, and genome evolution\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Selection (genetic algorithm); Genome; Biology; Genetics; Chromosomal fragile site; Computational biology; Evolutionary biology; Gene; Computer science; Artificial intelligence; Chromosome","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":[0.004543624,0.000969751,0.001631447,0.005611082,0.001428503,0.003532296,0.002702548,0.002894315,0.03086244],"category_scores_gemma":[0.02055787,0.0005261144,0.0007032459,0.004289039,0.002308124,0.00399925,0.002096056,0.003495344,0.02077637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283148,"about_ca_system_score_gemma":0.006285093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111779,"about_ca_topic_score_gemma":0.00777962,"domain_scores_codex":[0.9974402,0.0005764765,0.0003039768,0.0003118292,0.001218932,0.0001486228],"domain_scores_gemma":[0.9800689,0.005451662,0.0009996187,0.0005693423,0.01070677,0.002203733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001632181,0.000007137988,0.00006325291,0.001394472,0.00001253418,0.00006099605,0.00004944069,0.00004308467,0.0001000947,0.001508176,0.9464406,0.05030385],"study_design_scores_gemma":[0.00000389903,0.000009245975,0.0002439325,0.000935699,0.00000949222,0.0001473282,0.00003726199,0.00002079237,0.00004307915,0.0007159978,0.997824,0.000009329642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0002441868,0.4509646,0.001377216,0.1228042,0.4115123,0.00008259523,0.0003851326,0.0001755361,0.01245423],"genre_scores_gemma":[0.003885502,0.618857,0.001430598,0.03786903,0.2772572,0.00009019733,0.0009137868,0.0002846239,0.05941191],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03086244,"threshold_uncertainty_score":0.1032452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568723915224923,"score_gpt":0.3053566309567393,"score_spread":0.2896693918044901,"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."}}