{"id":"W3108913550","doi":"10.1121/1.5147444","title":"A quantitative soundscape analysis of the Canadian Arctic, 2014–2019","year":2020,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography; University of Victoria; University of Windsor; University of Ottawa; Dalhousie University; Wildlife Conservation Society Canada","funders":"","keywords":"Underwater; Environmental science; Arctic; Sea ice; Sound pressure; Wind speed; Oceanography; Sound (geography); Arctic ice pack; Noise (video); Inlet; Baseline (sea); Physical geography; Climatology; Geology; Geography; Acoustics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001163694,0.0008681385,0.0004194629,0.005717427,0.002385137,0.00177715,0.0009950148,0.0003560114,0.0016323],"category_scores_gemma":[0.002470827,0.0002363311,0.0006222522,0.009262029,0.000600571,0.0004234853,0.001011693,0.0004132641,0.0005311881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01439627,"about_ca_system_score_gemma":0.0217626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879863,"about_ca_topic_score_gemma":0.993827,"domain_scores_codex":[0.9988944,0.00004454118,0.00005250386,0.0001812428,0.0006034879,0.0002239047],"domain_scores_gemma":[0.9960204,0.0001423373,0.0002009397,0.0001061954,0.003273054,0.0002571872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004701524,0.0001181511,0.8431185,0.0004580405,0.0006510102,0.0002901039,0.002083915,0.008253181,0.006035445,0.001469004,0.04112966,0.09592276],"study_design_scores_gemma":[0.00000654348,0.00002336905,0.9706068,0.00005969945,0.0000688753,0.00005703519,0.00154122,0.003775968,0.0006540383,0.00009114094,0.02306078,0.0000546185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7583393,0.001659069,0.003542946,0.000546643,0.0001370222,0.0001730748,0.2206372,0.0003649164,0.01459977],"genre_scores_gemma":[0.8344616,0.0009890409,0.005883992,0.0001748947,0.00005304959,0.0002644987,0.1511534,0.0001159961,0.006903482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439627,"threshold_uncertainty_score":0.1044527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285894302768622,"score_gpt":0.2246578688410025,"score_spread":0.2117989258133163,"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."}}