{"id":"W3199019235","doi":"10.1002/ece3.8139","title":"Survival and abundance of polar bears in Alaska’s Beaufort Sea, 2001–2016","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ursus maritimus; Arctic; Sea ice; Apex predator; Abundance (ecology); Mark and recapture; Population; Climate change; Bay; Geography; Habitat; Ecosystem; Vital rates; Ecology; Polar night; Environmental science; Biology; Population growth; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002133962,0.00005487527,0.0001288811,0.00001252714,0.00006085287,0.000002239674,0.00003391394,0.00005615859,0.0005339754],"category_scores_gemma":[0.00005367885,0.00005528224,0.00001266775,0.00009838872,0.0001663457,0.00008270329,0.0002116192,0.00006432288,0.0000336098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007624109,"about_ca_system_score_gemma":0.00001623986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904091,"about_ca_topic_score_gemma":0.05631231,"domain_scores_codex":[0.9994463,0.00005315019,0.0001149133,0.0001705782,0.00005722665,0.0001577759],"domain_scores_gemma":[0.9998264,0.00003881632,0.00003529535,0.00006316542,0.000005759809,0.00003051608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001010478,0.00003311449,0.9970692,0.00001157292,0.00000549725,0.000005489315,0.0000451716,0.00001181208,0.0003390364,0.0002664982,0.001325052,0.0008774211],"study_design_scores_gemma":[0.0002060325,0.00005716899,0.9942403,0.000005654611,0.00000526911,0.00000825726,0.00006417817,0.0001035417,0.0000334894,0.0007889172,0.00443361,0.0000535827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897216,0.00113638,0.00001345949,0.0003680752,0.00007693857,0.00005685938,0.000004375555,0.000004431129,0.008617898],"genre_scores_gemma":[0.9979222,0.001041674,0.0002402023,0.00006752698,0.00001082728,0.000003911427,0.000002717014,0.000002616857,0.000708312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05440822,"threshold_uncertainty_score":0.9609075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014110019373548,"score_gpt":0.2225272148915337,"score_spread":0.2123861146977982,"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."}}