{"id":"W2949729326","doi":"10.1002/evl3.118","title":"Individuals’ expected genetic contributions to future generations, reproductive value, and short-term metrics of fitness in free-living song sparrows ( <i>Melospiza melodia</i> )","year":2019,"lang":"en","type":"article","venue":"Evolution Letters","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Reproductive value; Genetic Fitness; Reproductive success; Term (time); Biology; Value (mathematics); Variation (astronomy); Evolutionary biology; Statistics; Demography; Genetics; Population; Mathematics; Biological evolution; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006520753,0.0001239987,0.0001681147,0.0004386613,0.0001693565,0.0002823362,0.000221982,0.0001659345,0.0004112137],"category_scores_gemma":[0.0009444061,0.0001104864,0.0001347428,0.0002173651,0.0003070608,0.0002744808,0.0002425922,0.0002280511,0.00007587111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593696,"about_ca_system_score_gemma":0.00008425017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765997,"about_ca_topic_score_gemma":0.006572729,"domain_scores_codex":[0.9998853,0.00002865615,0.000008711556,0.00004985673,0.00001623097,0.00001125245],"domain_scores_gemma":[0.9991927,0.0003147649,0.0002579355,0.00007556981,0.0000684239,0.00009073611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003357844,0.0001178586,0.8222382,0.00005378512,0.0002347166,0.0001900907,0.000617121,0.006875933,0.1587616,0.0006636925,0.0001092125,0.00980204],"study_design_scores_gemma":[0.000002960471,0.0001605145,0.9920754,0.000003340239,0.00002036718,0.0001185951,0.0001167141,0.004738631,0.0024158,0.0001941972,0.0001436159,0.000009895518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994591,0.00002280527,0.0003861949,0.000002205287,2.329282e-7,0.000001036418,0.00006509181,0.000002193497,0.00006108602],"genre_scores_gemma":[0.9994272,0.00001004931,0.0003731191,0.000004519588,4.566947e-7,0.00000282006,0.0001041925,0.000001864273,0.00007581937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765997,"threshold_uncertainty_score":0.00549984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009577848366713685,"score_gpt":0.2269049183355853,"score_spread":0.2173270699688716,"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."}}