{"id":"W2951479547","doi":"10.1007/s13280-019-01205-x","title":"Muskox status, recent variation, and uncertain future","year":2019,"lang":"en","type":"article","venue":"AMBIO","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; Center for Northern Studies; University of Calgary; Université Laval; Government of Nunavut; Yukon Department of Environment; Makivik Corporation; Ministry of Forests; Government of Northwest Territories","funders":"Faculty of Veterinary Medicine, University of Calgary; Arctic Institute of North America; Directorate for Biological Sciences; Environment and Climate Change Canada; University of Calgary; Pinngortitaleriffik","keywords":"Variation (astronomy); Computer science; Physics; Astronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008843347,0.00006457382,0.00007598977,0.00002383442,0.00005418148,0.00004208703,0.00004705504,0.0000444207,0.02025643],"category_scores_gemma":[0.00000506637,0.00005099604,0.00001192594,0.00009508675,0.00001410486,0.0001021125,0.000005988122,0.00005566061,0.0007977962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002520426,"about_ca_system_score_gemma":0.00001658548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273181,"about_ca_topic_score_gemma":0.00966241,"domain_scores_codex":[0.9994882,0.00002153069,0.00007397334,0.0001442795,0.00009122123,0.0001808073],"domain_scores_gemma":[0.999738,0.0000346943,0.00002586171,0.0001050047,0.00002068385,0.00007575688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001486272,0.000004320601,0.9711879,0.00001197367,0.000004965023,0.000002503669,0.001160301,0.00001169342,0.0001938613,0.00005364541,0.003751187,0.02360277],"study_design_scores_gemma":[0.0001366471,0.0000413173,0.7347968,0.000003585364,0.000003179689,0.000003415911,0.0002876355,0.0003272281,0.00001227781,0.0001414083,0.2641784,0.00006810894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873279,0.001305648,0.000001849587,0.001697081,0.0007396329,0.0001165088,0.0006168389,0.00002070433,0.008173842],"genre_scores_gemma":[0.9882704,0.005273151,0.0001268276,0.002085335,0.0005011844,6.300425e-7,0.002560703,0.000003922673,0.001177842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2604272,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808758614703139,"score_gpt":0.2224202198750432,"score_spread":0.2043326337280117,"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."}}