{"id":"W2277091191","doi":"10.1111/ecog.02109","title":"Migratory response of polar bears to sea ice loss: to swim or not to swim","year":2016,"lang":"en","type":"article","venue":"Ecography","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Alberta","funders":"","keywords":"Ursus maritimus; Open water; Range (aeronautics); Bay; Home range; Ecology; Climate change; Geography; Biology; Fishery; Arctic; Habitat","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":["insufficient_payload"],"category_scores_codex":[0.0006275811,0.000209158,0.0002743888,0.0001787974,0.0001014483,0.0000149533,0.0005051688,0.00005260705,0.002731925],"category_scores_gemma":[0.0003432508,0.0001475042,0.0001564954,0.001260972,0.0001027257,0.0001250586,0.0008074791,0.00006181819,0.003348547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004465,"about_ca_system_score_gemma":0.00001434256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294205,"about_ca_topic_score_gemma":0.007593231,"domain_scores_codex":[0.9981782,0.0001203578,0.0002997559,0.0005071012,0.0004361263,0.0004584865],"domain_scores_gemma":[0.998753,0.0002242069,0.00006454221,0.0005250096,0.00002287467,0.0004104011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002908031,0.0001545358,0.8411123,0.00002513136,0.0000618005,0.00003195564,0.0009162168,0.00000979812,0.0390949,0.00002175153,0.09190907,0.02375456],"study_design_scores_gemma":[0.0001585758,0.0005249223,0.6996396,0.00003418536,0.000009285679,0.00000146501,0.00005526953,2.279056e-7,0.004952163,0.00001247377,0.2944224,0.0001894942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937007,0.00005077433,0.0000711644,0.003599202,0.00009826449,0.0004729373,0.0001038444,0.00004576273,0.001857316],"genre_scores_gemma":[0.9897706,0.00004739159,0.002536745,0.006536908,0.00004206882,0.00004991206,4.969181e-7,0.00002670908,0.0009891792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025133,"threshold_uncertainty_score":0.9981797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532470368022814,"score_gpt":0.2504484170983926,"score_spread":0.2351237134181645,"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."}}