{"id":"W3168037101","doi":"10.1007/978-3-030-69325-1_14","title":"Underwater Noise from Shipping: A Special Case for the Arctic","year":2021,"lang":"en","type":"book-chapter","venue":"Strategies for sustainability","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Wildlife Fund Canada","funders":"","keywords":"Arctic; Underwater; Environmental science; Oceanography; Sea ice; Marine ecosystem; Arctic ice pack; Climate change; Biodiversity; Ecosystem; Geology; Ecology","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":[0.0005562723,0.0008881497,0.0004544584,0.0008472868,0.001821278,0.0047186,0.0006223773,0.002061927,0.006447925],"category_scores_gemma":[0.0007436264,0.0001811569,0.0004472686,0.001457498,0.001561381,0.001991892,0.001960674,0.001413438,0.00153722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047949,"about_ca_system_score_gemma":0.002063099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890557,"about_ca_topic_score_gemma":0.05660094,"domain_scores_codex":[0.9996594,0.00008636516,0.00001426765,0.00004083606,0.0001300492,0.00006908098],"domain_scores_gemma":[0.999624,0.0002186392,0.00002209132,0.00001667801,0.00007904553,0.00003959911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007363092,0.00006547014,0.002095932,0.001343076,0.00004157236,0.001842721,0.007254485,0.002306488,0.001971501,0.2843774,0.1532969,0.5453308],"study_design_scores_gemma":[8.569343e-7,0.00002036745,0.001166113,0.0006906772,0.00001416296,0.0007902829,0.003353104,0.0001806132,0.000239972,0.01515269,0.9783792,0.00001199906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008311878,0.2818331,0.01367992,0.01671764,0.01158557,0.00003125876,0.0001242868,0.00007934668,0.6676369],"genre_scores_gemma":[0.07802123,0.4855306,0.009995688,0.007348583,0.01344385,0.00007835748,0.0002199219,0.0003129446,0.4050489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01890557,"threshold_uncertainty_score":0.0375911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189244483861205,"score_gpt":0.2698325734526719,"score_spread":0.2379401286140598,"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."}}