{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005664431,0.0001780055,0.0001079137,0.0003219009,0.0005314694,0.0004355228,0.0002644753,0.0002128332,0.0007374261],"category_scores_gemma":[0.0007537201,0.0001424229,0.0003683529,0.0003040533,0.0002645139,0.0004047143,0.0003994851,0.000227255,0.0001440823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006181311,"about_ca_system_score_gemma":0.0005260146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1093986,"about_ca_topic_score_gemma":0.2115804,"domain_scores_codex":[0.9998671,0.00001718363,0.00001343737,0.00005782957,0.00002307922,0.00002128068],"domain_scores_gemma":[0.9996907,0.00003670732,0.0001354435,0.00003128756,0.00006091766,0.00004494447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003802271,0.000009751937,0.9952672,0.000009598331,0.00005863558,0.00004938831,0.0002954835,0.001124608,0.0001433633,0.00006354327,0.0002538836,0.002686688],"study_design_scores_gemma":[0.000002086166,0.00003150776,0.9961588,0.00001840135,0.00003785191,0.00007438518,0.0005065049,0.002198244,0.00008344818,0.00007398509,0.0008082293,0.000006666556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986331,0.0001805985,0.0001217691,0.0000344959,0.000008507189,0.000001753377,0.0006201862,0.000005410077,0.0003942284],"genre_scores_gemma":[0.998434,0.0001457478,0.0001140887,0.00001268092,0.000007767816,0.000003263336,0.0009438721,0.000001464071,0.0003370437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1093986,"threshold_uncertainty_score":0.2175236,"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."}}