{"id":"W3211100011","doi":"10.1002/ecs2.3768","title":"Effects of sea ice decline and summer land use on polar bear home range size in the Beaufort Sea","year":2021,"lang":"en","type":"article","venue":"Ecosphere","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Bureau of Land Management; U.S. Geological Survey; U.S. Fish and Wildlife Service; University of Alberta; San Diego Zoo Institute for Conservation Research; Environment and Climate Change Canada; University of Wyoming; University of California, Santa Cruz; National Science Foundation","keywords":"Sea ice; Ursus maritimus; Arctic; Beaufort sea; Arctic sea ice decline; Arctic ice pack; Beaufort scale; Oceanography; Range (aeronautics); Environmental science; Physical geography; Geography; Climatology; Drift ice; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000383408,0.0001810832,0.0002054903,0.0003539726,0.0003561891,0.0006574888,0.0002854961,0.000179899,0.001129529],"category_scores_gemma":[0.0006865773,0.000132209,0.000435231,0.0003434719,0.0003308642,0.0003111912,0.0002828341,0.0002249781,0.0001491219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006725502,"about_ca_system_score_gemma":0.0003311965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09501399,"about_ca_topic_score_gemma":0.1563587,"domain_scores_codex":[0.9998541,0.00002730843,0.00000970546,0.00003872648,0.00002680021,0.00004342014],"domain_scores_gemma":[0.9994028,0.00009699816,0.0002728982,0.00004017915,0.00007743922,0.0001096993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001181125,0.00002067815,0.9962631,0.000006502878,0.00005257949,0.00008112872,0.0001232124,0.0008763942,0.0005139563,0.00002011634,0.0002613279,0.001663012],"study_design_scores_gemma":[0.000001003586,0.00001607857,0.9992804,0.000001477667,0.00000503785,0.00001650644,0.00009052289,0.0004528323,0.00003277631,0.000004643246,0.00009761319,0.000001149979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995073,0.00005064594,0.00002619613,0.00002403596,0.000003010118,6.782884e-7,0.0001606216,0.000003623599,0.000223916],"genre_scores_gemma":[0.9994814,0.00002920881,0.00002343505,0.00001207314,0.000005474493,0.000001534546,0.0003393768,0.00000198322,0.0001055266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09501399,"threshold_uncertainty_score":0.1889219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202803429847897,"score_gpt":0.224421458704284,"score_spread":0.2123934244058051,"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."}}