{"id":"W4388507709","doi":"10.1126/sciadv.adf3326","title":"Impact of Holocene environmental change on the evolutionary ecology of an Arctic top predator","year":2023,"lang":"en","type":"article","venue":"Science Advances","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Villum Fonden","keywords":"Arctic; Ecology; Apex predator; Environmental change; Ursus maritimus; Climate change; Sea ice; Holocene; Ecosystem; Marine ecosystem; Habitat; Arctic ecology; Population; Oceanography; Geography; Environmental science; Biology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000429008,0.00009429705,0.0001292001,0.00004584216,0.0001899252,0.000004432217,0.0005544755,0.00001740247,0.001264655],"category_scores_gemma":[0.0001059011,0.00005889323,0.0000523925,0.0007102089,0.001700665,0.0005578034,0.0004823326,0.00005588592,0.0001815457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919047,"about_ca_system_score_gemma":0.00001669825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004577949,"about_ca_topic_score_gemma":0.00008832166,"domain_scores_codex":[0.9987691,0.00004099866,0.0001519013,0.0002952694,0.0004502576,0.0002924674],"domain_scores_gemma":[0.9994363,0.00009541101,0.000118315,0.0002844541,0.0000056464,0.00005984136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000247961,0.0001385868,0.967467,0.000008917243,0.000005531899,0.000002214224,0.0002821005,0.0006160875,0.008193502,0.00008478785,0.00008666248,0.02308983],"study_design_scores_gemma":[0.00006577994,0.0007305174,0.9957762,0.000007290511,0.00000367548,0.000002274752,0.0001884505,0.0003931687,0.002007721,0.0004679416,0.0002917299,0.0000651928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982732,0.0001304316,4.429453e-7,0.0001559071,0.00007061409,0.0002181549,0.00002645783,0.00001436749,0.001110442],"genre_scores_gemma":[0.9994572,0.0002295421,0.0001184519,0.00008599545,0.00001994943,0.00003065969,0.000002206781,0.000004234724,0.00005177268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02830928,"threshold_uncertainty_score":0.9996483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259466107676402,"score_gpt":0.2925551208843987,"score_spread":0.2666085101167585,"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."}}