{"id":"W3082019803","doi":"10.1111/mms.12732","title":"Vocalizations of bearded seals (<scp><i>Erignathus barbatus</i></scp>) and their influence on the soundscape of the western Canadian Arctic","year":2020,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada; University of Victoria","funders":"W. Garfield Weston Foundation; Marine Environmental Observation Prediction and Response Network; World Wildlife Fund","keywords":"Soundscape; Arctic; Sound (geography); Marine mammal; Sea ice; Seal (emblem); Harbour; Blubber; Habitat; Underwater; Fishery; Geography; Oceanography; Biology; Ecology; Geology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004983532,0.0001672329,0.0001946521,0.00002920688,0.000464842,0.00005192891,0.001101677,0.00003049176,0.0002308921],"category_scores_gemma":[0.001085293,0.0000937066,0.00005400858,0.001283116,0.00174507,0.0001631578,0.001918937,0.0001545302,0.00003075554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145081,"about_ca_system_score_gemma":0.0001118691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1222934,"about_ca_topic_score_gemma":0.124427,"domain_scores_codex":[0.9983655,0.00007172714,0.0002579778,0.0003813669,0.0005171404,0.0004062625],"domain_scores_gemma":[0.9989377,0.0002248868,0.0001494406,0.000388069,0.00005173339,0.0002481436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000042074,0.00002351691,0.9894314,0.00003195824,0.000009303419,0.000001491843,0.001328231,0.0008364,0.002788656,0.001492893,0.0005947897,0.003457142],"study_design_scores_gemma":[0.00009442649,0.0001106397,0.9793702,0.00001893069,0.000009896775,0.000003882567,0.0001944757,0.000966632,0.002031414,0.0003894317,0.01674677,0.00006332761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626257,0.00002625697,0.000009771332,0.003858064,0.00003656752,0.0003422493,0.00001366248,0.00001143125,0.0330763],"genre_scores_gemma":[0.9958242,0.0000383828,0.00005217802,0.003838242,0.00001546771,0.00001215813,5.392376e-7,0.000008290514,0.0002105565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03319848,"threshold_uncertainty_score":0.8915499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308798693285316,"score_gpt":0.2000313458985303,"score_spread":0.1869433589656772,"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."}}