{"id":"W4382281916","doi":"10.22541/au.168785106.61317380/v1","title":"The Timing of Reproduction is Responding Plastically, not Genetically, to Climate Change in Yellow-Bellied Marmots (Marmota flaviventer).","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"School of Life Sciences and Biotechnology Division of Life Sciences, Korea University; Natural Sciences and Engineering Research Council of Canada; University of Ottawa; National Geographic Society; National Science Foundation","keywords":"Reproduction; Hibernation (computing); Snowpack; Biology; Phenology; Ecology; Seasonal breeder; Semelparity and iteroparity; Climate change; Population; Snow; Geography; Zoology; Demography","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":[0.0004897117,0.0002319906,0.0003591558,0.0007082931,0.0003521686,0.0004493538,0.0003238104,0.0003316762,0.0009757348],"category_scores_gemma":[0.001434869,0.0002097089,0.0002840894,0.0005593955,0.0003714331,0.0002893569,0.0004182389,0.0002625976,0.0001351548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543091,"about_ca_system_score_gemma":0.0001191356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552249,"about_ca_topic_score_gemma":0.005891434,"domain_scores_codex":[0.9995883,0.0001330636,0.0000293528,0.0001522837,0.00003463651,0.00006240105],"domain_scores_gemma":[0.9989601,0.0002046779,0.0004848745,0.0001347109,0.00007463948,0.0001409231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003317756,0.00007821609,0.9391153,0.00003960598,0.0002347527,0.0002035393,0.0005857794,0.0005479777,0.05195246,0.00008493014,0.000126119,0.006699524],"study_design_scores_gemma":[5.651709e-7,0.00002401949,0.9994807,8.330727e-7,0.000008078096,0.00004625874,0.00003134309,0.0001998573,0.0001512233,0.00001753705,0.00003738068,0.000002185849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994484,0.00008141497,0.00014001,0.00001049534,0.000002090037,0.000002358709,0.0001954128,0.000004277054,0.0001155614],"genre_scores_gemma":[0.9993505,0.0000210512,0.0001668631,0.00001187053,0.000004389482,0.000008134921,0.0003501308,0.000004676391,0.00008229774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002552249,"threshold_uncertainty_score":0.005074859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122412002458779,"score_gpt":0.315754678595328,"score_spread":0.193342676136549,"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."}}