{"id":"W3107768908","doi":"10.1016/j.ocecoaman.2020.105473","title":"Potential exposure of beluga and bowhead whales to underwater noise from ship traffic in the Beaufort and Chukchi Seas","year":2020,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Fisheries and Oceans Canada; Dalhousie University; Wildlife Conservation Society Canada; University of Victoria","funders":"W. Garfield Weston Foundation","keywords":"Beluga Whale; Beaufort sea; Oceanography; Arctic; Beluga; Beaufort scale; Underwater; Environmental science; Noise (video); Fishery; Aerial survey; Geography; Geology; Remote sensing; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.000141457,0.0001463723,0.0001673326,0.00001786558,0.00006831211,0.00004094384,0.0002102418,0.0000208273,0.0001836186],"category_scores_gemma":[0.000004717785,0.0001095934,0.00003181507,0.0001460057,0.0001017379,0.00009085464,0.001128547,0.00007188078,0.0000238256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001766661,"about_ca_system_score_gemma":0.00000133155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009516733,"about_ca_topic_score_gemma":0.00450959,"domain_scores_codex":[0.9989644,0.00004552945,0.0001900242,0.0003393994,0.0002587314,0.0002019158],"domain_scores_gemma":[0.9997067,0.00001741804,0.00003893857,0.0001451812,0.000002634453,0.00008907595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000550562,0.0005052189,0.7528954,0.000622494,0.0002465365,0.000377345,0.0163363,0.003290035,0.0006930925,0.001021122,0.01739573,0.2060661],"study_design_scores_gemma":[0.0005204268,0.0002767417,0.9856432,0.00002836056,0.00005675074,0.000001523228,0.003229599,0.0002777104,0.0000246132,0.0001715667,0.009604079,0.0001654134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910423,0.0001479375,0.00006093521,0.003133307,0.00001686565,0.0004588942,0.00001991745,0.00001331408,0.005106593],"genre_scores_gemma":[0.9978635,0.0001820782,0.0003815009,0.001433155,0.00002556138,0.000006899731,0.000007928931,0.00001030535,0.00008905934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2327478,"threshold_uncertainty_score":0.446909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376355205128297,"score_gpt":0.204139634109599,"score_spread":0.1903760820583161,"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."}}