{"id":"W2625373565","doi":"","title":"Global warming effects on Arctic and Subarctic underwater soundscapes and marine mammal frequentation from an acoustic observatory","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Sea ice; Arctic; Oceanography; Environmental science; Ambient noise level; Arctic ice pack; Subarctic climate; Soundscape; Beluga; Marine mammal; Underwater; Sound (geography); Geology; Fishery; 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":[0.0003472292,0.0002898111,0.0001689334,0.0005487083,0.0002976907,0.0004590726,0.0001700941,0.0003064543,0.003734249],"category_scores_gemma":[0.0005906131,0.0001334466,0.0004719927,0.001256498,0.0001720232,0.0003690742,0.0005864422,0.0002465077,0.0003246057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191114,"about_ca_system_score_gemma":0.0002959867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05860927,"about_ca_topic_score_gemma":0.08627253,"domain_scores_codex":[0.9998858,0.00002450479,0.00000657257,0.00003196564,0.0000183088,0.00003277509],"domain_scores_gemma":[0.9994874,0.0001219794,0.0001052751,0.00004840622,0.0001241204,0.0001126685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003421009,0.00003377528,0.9844119,0.0000464079,0.0001994258,0.0001637948,0.0005675023,0.0008985384,0.004209289,0.00009766084,0.001219617,0.00780998],"study_design_scores_gemma":[5.914755e-7,0.000005316425,0.9994968,0.000001658121,0.00001501074,0.000006231253,0.0001212221,0.00003654942,0.00006651667,0.000005437681,0.0002434053,0.00000124243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949052,0.0002944477,0.00008926635,0.0001252583,0.00002796875,0.000002652126,0.002749507,0.000008803134,0.001796914],"genre_scores_gemma":[0.9946615,0.000249885,0.00009295291,0.00002863417,0.00003680931,0.000005537451,0.003097175,0.00001179797,0.00181588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05860927,"threshold_uncertainty_score":0.1165363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538839985770976,"score_gpt":0.2308535591578018,"score_spread":0.2154651593000921,"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."}}