{"id":"W3128638349","doi":"10.1126/science.aba4658","title":"The soundscape of the Anthropocene ocean","year":2021,"lang":"en","type":"review","venue":"Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":885,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"King Abdullah University of Science and Technology","keywords":"Soundscape; Anthropocene; Abiotic component; Marine habitats; Fishing; Sound (geography); Habitat; Climate change; Ocean acidification; Environmental science; Natural (archaeology); Environmental resource management; Oceanography; Ecology; Geography; Biology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001104903,0.0002051238,0.0005241323,0.00001359974,0.001087487,0.00007811163,0.002621203,0.00004446074,0.0007108396],"category_scores_gemma":[0.000409713,0.00009021521,0.0002984715,0.002069504,0.004196455,0.0001009215,0.004049901,0.0002157873,0.000158711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128538,"about_ca_system_score_gemma":0.0002064628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001509725,"about_ca_topic_score_gemma":0.0001780764,"domain_scores_codex":[0.997736,0.0001126124,0.0003603262,0.0004731166,0.0009243959,0.0003935802],"domain_scores_gemma":[0.9984943,0.0001679019,0.0003271199,0.0009281851,0.00002292018,0.00005953607],"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":[1.300847e-7,0.00001356672,0.0004684251,0.0002826646,0.000007597805,9.57149e-7,0.0000163237,7.813674e-7,4.318064e-7,0.0002382164,0.00252974,0.9964412],"study_design_scores_gemma":[0.00001281873,0.00001154728,0.001109583,0.0007477035,0.00005694915,0.00001205032,0.00002197638,0.000004072558,0.000004084648,0.00007061262,0.9978343,0.000114305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003633971,0.9693993,0.000001123464,0.00009575029,0.0004205035,0.0002892454,0.000004805602,0.000007887184,0.02974504],"genre_scores_gemma":[0.0001361436,0.998979,0.00005030357,0.00005742526,0.00003084782,0.000006712604,3.853345e-7,0.00001035676,0.0007287859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9963269,"threshold_uncertainty_score":0.9985136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362182547435179,"score_gpt":0.3175493817712296,"score_spread":0.2839275562968778,"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."}}