{"id":"W3109212277","doi":"10.1002/jwmg.21977","title":"Estimating the Audibility of Industrial Noise to Denning Polar Bears","year":2020,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Fish and Wildlife Foundation; Brigham Young University; University of California, Santa Cruz","keywords":"Ursus maritimus; Disturbance (geology); Noise (video); Environmental science; Arctic; Habitat; Woodland caribou; Polar; Physical geography; Geography; Ecology; Computer science; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004185845,0.0003703857,0.0002154523,0.0005500939,0.0002658506,0.0004851731,0.0002492485,0.0002437306,0.0004249913],"category_scores_gemma":[0.001010472,0.000233484,0.0002786161,0.0002123736,0.0001729376,0.0003355801,0.0003631527,0.0001668192,0.0001097567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226356,"about_ca_system_score_gemma":0.0002490112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534492,"about_ca_topic_score_gemma":0.02707712,"domain_scores_codex":[0.9998652,0.00002786648,0.000008218404,0.00005020934,0.00003147046,0.00001706315],"domain_scores_gemma":[0.9995303,0.0002346891,0.0000877568,0.00003141336,0.00008197342,0.00003383894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001353801,0.00007420312,0.9117919,0.00001706575,0.00006306697,0.00008264388,0.0001708811,0.07193641,0.005584528,0.00007210515,0.00007703067,0.009994734],"study_design_scores_gemma":[0.00001045866,0.0002274537,0.6855326,0.00001801337,0.00009120036,0.0001009468,0.0004640445,0.308019,0.005055458,0.000184276,0.0002734056,0.00002308934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998006,0.00001244423,0.001680044,0.000005157841,0.000002219028,0.000003981143,0.00007143427,0.00001241146,0.0002061603],"genre_scores_gemma":[0.9988239,0.00001904929,0.0009183033,0.000002550459,0.000002520515,0.000004639585,0.0001234004,0.000002229577,0.0001033804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534492,"threshold_uncertainty_score":0.0305112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375358756478809,"score_gpt":0.2606973476218169,"score_spread":0.2169437600570288,"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."}}