{"id":"W4287958182","doi":"10.1016/j.marpolbul.2022.113921","title":"Anchored bulk carriers have substantial impacts on the underwater soundscape in Cowichan Bay, British Columbia","year":2022,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; University of Victoria","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation","keywords":"Soundscape; Bay; Underwater; Port (circuit theory); Marine ecosystem; Oceanography; Sound (geography); Environmental science; Noise (video); Ecosystem; Ambient noise level; Marine engineering; Geology; Ecology; Engineering; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002341928,0.0002955446,0.0002313579,0.0007228113,0.001928335,0.00127404,0.0005299437,0.0005384352,0.004302614],"category_scores_gemma":[0.0008553373,0.000238617,0.0002596469,0.001572818,0.0007145042,0.0004322258,0.001167701,0.0005357576,0.0004600052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008730441,"about_ca_system_score_gemma":0.009875658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982314,"about_ca_topic_score_gemma":0.9948986,"domain_scores_codex":[0.9996245,0.00002274976,0.00001144453,0.00004540772,0.000154464,0.0001414384],"domain_scores_gemma":[0.9991995,0.00004749313,0.00009001034,0.00002163138,0.0005006308,0.0001408015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002526723,0.0001198644,0.9167032,0.0001413189,0.0001295597,0.0008117768,0.003293808,0.0008847457,0.005689241,0.0002730487,0.01237165,0.0593291],"study_design_scores_gemma":[0.0000023069,0.00001535698,0.9946547,0.00002547385,0.00001650685,0.00001938984,0.003483666,0.0001407947,0.00009153221,0.00002273887,0.001521027,0.000006501946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901034,0.0003517871,0.00009748153,0.0005018223,0.00002441111,0.00001590111,0.001037615,0.00001980597,0.007847733],"genre_scores_gemma":[0.9883739,0.0006720441,0.0001455742,0.0001686696,0.000007462411,0.00001459015,0.0006980097,0.00001123259,0.00990852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768601,"threshold_uncertainty_score":0.06334406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111526251233232,"score_gpt":0.2020055208344871,"score_spread":0.1908902583221547,"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."}}