{"id":"W3119087274","doi":"10.1002/ece3.7304","title":"Bigger is not always better: Viability selection on body mass varies across life stages in a hibernating mammal","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Division of Environmental Biology; Biotechnology and Biological Sciences Research Council; National Science Foundation; University of California, Los Angeles; Directorate for Biological Sciences; University of Aberdeen; National Geographic Society","keywords":"Juvenile; Reproduction; Biology; Selection (genetic algorithm); Predation; Mammal; Hibernation (computing); Proxy (statistics); Reproductive success; Ecology; Lower body; Zoology; Demography; Medicine","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":[0.0004124549,0.0001546288,0.000222884,0.0004270369,0.0003851433,0.0005070026,0.0002032387,0.000278977,0.001857312],"category_scores_gemma":[0.001037599,0.0001183566,0.0001357738,0.0002251996,0.0004522743,0.0002952055,0.0002972667,0.000273794,0.0001885774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129788,"about_ca_system_score_gemma":0.00007820979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008422201,"about_ca_topic_score_gemma":0.00267665,"domain_scores_codex":[0.999841,0.00005498508,0.000007559017,0.00004785618,0.0000190344,0.00002958981],"domain_scores_gemma":[0.9992378,0.0002309556,0.000255397,0.00005562931,0.00006186794,0.0001584342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002836896,0.00007569469,0.9566418,0.00002138325,0.0000857892,0.00014349,0.0005177324,0.0001918608,0.03577504,0.00009797724,0.0001155419,0.00605013],"study_design_scores_gemma":[5.608609e-7,0.00004912721,0.9995236,0.000001242145,0.000006261921,0.00003871508,0.00006673143,0.0001111617,0.000150135,0.00002555413,0.00002555457,0.000001450582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997175,0.00005025859,0.00005039413,0.00001111597,0.000001014579,7.300143e-7,0.00002254543,0.000002084601,0.0001441974],"genre_scores_gemma":[0.9998258,0.00001040006,0.00005755659,0.00001210858,0.000002937866,0.000001454442,0.00002942912,0.000001794002,0.000058545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001857312,"threshold_uncertainty_score":0.006213307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669778015001151,"score_gpt":0.2450629264738677,"score_spread":0.2283651463238562,"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."}}