{"id":"W2307154811","doi":"","title":"Polar bears: the conservation of an arctic icon in a warming climate","year":2014,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Icon; The arctic; Climatology; Geography; Global warming; Climate change; Oceanography; Environmental science; Geology; Computer science","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":[0.001759041,0.0001658576,0.0001673177,0.0005526406,0.001413994,0.001165009,0.000292284,0.0002476575,0.0007526582],"category_scores_gemma":[0.00169044,0.00007690438,0.0001003145,0.0005306036,0.0006930276,0.0007635291,0.0006518178,0.0002558444,0.0000920907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005474926,"about_ca_system_score_gemma":0.0009574321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03746017,"about_ca_topic_score_gemma":0.1388515,"domain_scores_codex":[0.9997279,0.0001001637,0.00001742546,0.00004491744,0.00005789678,0.00005171691],"domain_scores_gemma":[0.9992306,0.0000750957,0.0003063655,0.00006215444,0.0001450625,0.0001806472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000214214,0.00002847687,0.9606942,0.00004542695,0.00005327547,0.0002634204,0.002473308,0.0005104629,0.001975666,0.0006271236,0.0005884622,0.03252602],"study_design_scores_gemma":[0.000002341906,0.000103005,0.9893994,0.00003764056,0.00002879206,0.0002032533,0.006002987,0.0007565616,0.0002297322,0.0002844638,0.002943244,0.000008593356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970973,0.0003094808,0.0002276917,0.0003699574,0.00002425804,0.00000612827,0.00009077651,0.000004134039,0.001870439],"genre_scores_gemma":[0.9986663,0.0002933617,0.0005578463,0.00006339268,0.00004349061,0.000003717589,0.0001039644,0.000001723322,0.0002663241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03746017,"threshold_uncertainty_score":0.07448429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254780827068712,"score_gpt":0.2448578086850332,"score_spread":0.222310000414346,"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."}}