{"id":"W3195064213","doi":"10.1002/ece3.7641","title":"What is winter? Modeling spatial variation in bat host traits and hibernation and their implications for overwintering energetics","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada","funders":"Strategic Environmental Research and Development Program; Alberta Conservation Association; U.S. Fish and Wildlife Service; Texas Tech University; Wildlife Conservation Society","keywords":"Overwintering; Energetics; Hibernation (computing); Host (biology); Biology; Ecology; Variation (astronomy); Seasonality; Computer science; Physics; Astronomy","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":[0.001326864,0.0003526366,0.0003023833,0.0004649112,0.0003576896,0.0008242999,0.0008946502,0.0005998074,0.00113619],"category_scores_gemma":[0.003051758,0.000301093,0.0007641391,0.0006223874,0.0006106619,0.0006868159,0.0005031418,0.0003867854,0.0001318243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053401,"about_ca_system_score_gemma":0.0006032231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05281766,"about_ca_topic_score_gemma":0.04471187,"domain_scores_codex":[0.9997172,0.0001308413,0.0000104622,0.00009552894,0.00001177516,0.00003412016],"domain_scores_gemma":[0.9986522,0.0008812325,0.0002448935,0.00008595931,0.00007176158,0.0000640217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007517658,0.00005916003,0.1577522,0.00002557974,0.0001241835,0.00006381492,0.0001272284,0.8330311,0.0005798511,0.001921817,0.0002953528,0.005944624],"study_design_scores_gemma":[0.000008096342,0.00001717352,0.01650715,0.000005819909,0.00002659744,0.00001390261,0.00008814286,0.9813901,0.0001014117,0.001654366,0.0001817423,0.000005500944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796911,0.0001807893,0.01861053,0.0003002246,0.000009537633,0.000009151762,0.0004647323,0.00007963394,0.000654205],"genre_scores_gemma":[0.9971723,0.00005761456,0.002222569,0.00002250339,0.00000628159,0.00001142151,0.0001717234,0.000009560849,0.0003260497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05281766,"threshold_uncertainty_score":0.1050205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903010903870586,"score_gpt":0.2236820504039586,"score_spread":0.2046519413652527,"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."}}