{"id":"W4389545913","doi":"10.32388/84vdrb","title":"Review of: \"Darwin, Gödel, Luria, Delbrück: Biomedical, Mathematical, and Metamathematical Perspectives on Attributes and Consequences of Random Somatic Mutations Subject to Selection\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Darwin (ADL); Subject (documents); Selection (genetic algorithm); Somatic cell; Philosophy; Biology; Psychology; Genetics; Computer science; Artificial intelligence; Library science","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":[0.008134117,0.0008826543,0.001810832,0.005533853,0.001851065,0.004652605,0.00275248,0.004524173,0.01940116],"category_scores_gemma":[0.04434131,0.0005633504,0.0005569851,0.003715054,0.002450597,0.004164081,0.002083164,0.004595752,0.01552114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372203,"about_ca_system_score_gemma":0.00989763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006572781,"about_ca_topic_score_gemma":0.0195534,"domain_scores_codex":[0.9958866,0.0008193661,0.0004035499,0.0004369069,0.002283808,0.0001698308],"domain_scores_gemma":[0.9612712,0.009263683,0.001217354,0.0008720382,0.02476919,0.002606577],"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":[0.000007301316,0.000002900618,0.00002362943,0.0003333955,0.000005238628,0.0000213858,0.00002313349,0.00001793393,0.00003363907,0.001036872,0.9832032,0.0152914],"study_design_scores_gemma":[0.000007116322,0.000004530101,0.0002183905,0.0004278149,0.000008787249,0.00007485192,0.00003248188,0.00004105915,0.00005479721,0.0008160467,0.9983033,0.00001082038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0003364056,0.2036957,0.002002009,0.3366733,0.4403841,0.0001375436,0.0006469285,0.0001821192,0.01594186],"genre_scores_gemma":[0.007397539,0.3691968,0.002463592,0.1201368,0.3483168,0.0002277022,0.001510587,0.0004221463,0.150328],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01940116,"threshold_uncertainty_score":0.06490338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413758637592834,"score_gpt":0.3308018849957025,"score_spread":0.3066642986197741,"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."}}