{"id":"W2736505005","doi":"10.1139/as-2016-0042","title":"The Beringian Coevolution Project: holistic collections of mammals and associated parasites reveal novel perspectives on evolutionary and environmental change in the North","year":2016,"lang":"en","type":"article","venue":"Arctic Science","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Yukon Department of Environment; Government of Northwest Territories","funders":"U.S. Department of Agriculture; U.S. Fish and Wildlife Service; Alaska Department of Fish and Game; National Park Service; U.S. Forest Service; U.S. Geological Survey; Massachusetts Department of Fish and Game; National Science Foundation","keywords":"Coevolution; Ecology; Climate change; Diversification (marketing strategy); Environmental change; Geography; Temporal scales; Biodiversity; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005549004,0.00006044994,0.00005314141,0.00004714437,0.0006922059,0.00001752337,0.0001435919,0.00002404228,0.00001359777],"category_scores_gemma":[0.0004270675,0.00003345916,0.000009987438,0.000474531,0.001813849,0.0002405421,0.00007352955,0.00005713794,0.000004070229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283603,"about_ca_system_score_gemma":0.00002113873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005891948,"about_ca_topic_score_gemma":0.001388406,"domain_scores_codex":[0.9992306,0.000063263,0.0001025113,0.0002177945,0.0002147447,0.0001710797],"domain_scores_gemma":[0.9993575,0.0004292239,0.00007102152,0.0001130417,0.000006583562,0.00002263309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001213434,0.00007336534,0.9952991,7.907184e-7,0.000002085716,3.668328e-7,0.002210381,0.00000436939,0.001476353,0.0004811814,0.00006366867,0.0003762172],"study_design_scores_gemma":[0.0001707933,0.0001118383,0.9974127,0.00001335243,0.000005374501,0.00001210697,0.001347839,0.0005359764,0.0000123099,0.0002858306,0.00004341651,0.00004840581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979418,0.00005268292,0.00001651384,0.001429882,0.0000354252,0.0002771542,0.00001391043,0.000004895793,0.0002277477],"genre_scores_gemma":[0.9995235,0.00009726479,0.00005737976,0.0001170106,0.00001036164,0.00005507663,8.162003e-7,0.000001982265,0.000136645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002113669,"threshold_uncertainty_score":0.6683202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608703292370729,"score_gpt":0.2505846679088178,"score_spread":0.2244976349851105,"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."}}