{"id":"W2914924652","doi":"10.1126/science.aav3824","title":"Linking a mutation to survival in wild mice","year":2019,"lang":"en","type":"article","venue":"Science","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Howard Hughes Medical Institute; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Geographic Society; World Health Organization","keywords":"Peromyscus; Natural selection; Biology; Coat; Selection (genetic algorithm); Allele; Genetics; Mutation; Evolutionary biology; Gene; Zoology; Ecology","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":[0.0004225557,0.0000368806,0.00004494574,0.00001717467,0.00007968011,0.00003916308,0.000163131,0.00001835485,0.00005633872],"category_scores_gemma":[0.00002298315,0.00001368721,0.00001274394,0.0008650367,0.00004189965,0.0001856656,0.00004154981,0.00004593392,0.0001900987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002569121,"about_ca_system_score_gemma":0.00000847791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001525028,"about_ca_topic_score_gemma":0.0002315692,"domain_scores_codex":[0.9992993,0.00001164617,0.00006838731,0.0002698748,0.0001975203,0.0001532581],"domain_scores_gemma":[0.9998605,0.00001618649,0.0000171915,0.00002924723,0.00003660735,0.00004032048],"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":[0.000004256837,0.00001073309,0.09919383,5.75262e-7,5.661059e-8,6.114948e-7,0.0001125197,0.00001872125,0.8666686,0.00007311221,0.000001722773,0.03391526],"study_design_scores_gemma":[0.00002453968,0.00009468095,0.9840415,0.00001002241,4.757315e-7,0.000003675252,0.0003503329,0.00003745801,0.0144882,0.0001072287,0.0007820916,0.00005980366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980047,0.000008980006,0.000002103293,0.0006473261,0.0003162459,0.0001171468,7.148199e-7,0.00001906669,0.0008837046],"genre_scores_gemma":[0.9995151,0.00000114401,0.00007962718,0.00005695426,0.00006558067,0.00000239272,0.000001411989,1.626057e-7,0.0002776034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8848476,"threshold_uncertainty_score":0.2443397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319092414406357,"score_gpt":0.254899258557031,"score_spread":0.2317083344129674,"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."}}