{"id":"W3184603641","doi":"10.1073/pnas.2100707118","title":"Surviving winter on the Qinghai-Tibetan Plateau: Pikas suppress energy demands and exploit yak feces to survive winter","year":2021,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"National Key Research and Development Program of China; Chinese Academy of Sciences; National Natural Science Foundation of China; Royal Society","keywords":"Plateau (mathematics); Pika; YAK; Qinghai lake; Hibernation (computing); Feces; Biology; Exploit; Ecology; Zoology; Animal science; Glacier","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":[0.0001216121,0.0001238702,0.0001257269,0.0001652518,0.0005254268,0.0003346702,0.0001240906,0.0000941652,0.0006636455],"category_scores_gemma":[0.00007451642,0.00006865411,0.0001066137,0.0001377723,0.0002355849,0.0001805406,0.0001996273,0.0001618005,0.0001223105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499807,"about_ca_system_score_gemma":0.0002591118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009613114,"about_ca_topic_score_gemma":0.02877644,"domain_scores_codex":[0.9999684,0.000004393629,0.000001848886,0.000009753718,0.000003330304,0.00001214618],"domain_scores_gemma":[0.9999173,0.000005257424,0.00001867527,0.000005587513,0.00001301625,0.00004022545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006925228,0.0001689638,0.5806774,0.00004784531,0.00007757112,0.0004016712,0.001648466,0.0001728212,0.4071321,0.0001122011,0.0001324383,0.008736057],"study_design_scores_gemma":[0.000005314882,0.0001727732,0.9966134,0.000001805757,0.00001219793,0.00008887941,0.0005637154,0.0001649342,0.002106014,0.00001450822,0.0002541574,0.000002250072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998317,0.00001194317,0.00002796057,0.000003767736,4.218274e-7,0.000001099343,0.00001687418,0.00000112565,0.0001051271],"genre_scores_gemma":[0.9994253,0.00001717263,0.00008580275,0.00001437601,0.000001226341,0.000003457195,0.00007691492,0.000001451283,0.0003743301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009613114,"threshold_uncertainty_score":0.01911432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806502858568452,"score_gpt":0.2593716617688481,"score_spread":0.2113066331831636,"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."}}