{"id":"W2747291949","doi":"10.1534/genetics.117.300146","title":"Selection Constrains High Rates of Tandem Repetitive DNA Mutation in <i>Daphnia pulex</i>","year":2017,"lang":"en","type":"article","venue":"Genetics","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Daphnia pulex; Biology; Genetics; Selection (genetic algorithm); Mutation; Mutation rate; Tandem repeat; DNA; Daphnia; Evolutionary biology; Pulex; Genome; Zoology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008896572,0.00006827609,0.0001000941,0.000008401777,0.0001812818,0.00003958759,0.000127116,0.0000660664,0.0001566308],"category_scores_gemma":[0.000064997,0.00003286717,0.00003152404,0.00009266024,0.00007829633,0.00003944193,0.000032031,0.0000480464,0.000007937073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001290279,"about_ca_system_score_gemma":0.00001386322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001832451,"about_ca_topic_score_gemma":0.006102961,"domain_scores_codex":[0.9994237,0.00003182192,0.0001712442,0.0001523532,0.00009785039,0.0001230229],"domain_scores_gemma":[0.999638,0.00005098872,0.0001460444,0.00005206778,0.00008070823,0.00003224973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000009253762,0.00009812016,0.3060472,0.000004801606,0.00001234019,0.000003449293,0.0001486926,0.0001015742,0.6611499,0.001396357,0.0000515713,0.03097671],"study_design_scores_gemma":[0.0001591979,0.0001464113,0.900897,0.00001358769,0.000007985209,0.000005809924,0.00007569869,0.0002141,0.09413727,0.003725111,0.0005372578,0.00008059843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977431,0.00003244503,0.000008881557,0.0006315582,0.00008537764,0.000122515,0.00004456506,0.0000103929,0.001321153],"genre_scores_gemma":[0.9993484,0.0000617737,0.0003112064,0.00003360179,0.0001130061,0.000007463765,0.00003582239,5.755462e-7,0.00008814592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5948498,"threshold_uncertainty_score":0.3405596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286653097490606,"score_gpt":0.2507077424143764,"score_spread":0.2278412114394704,"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."}}