{"id":"W4387741496","doi":"10.1002/lol2.10358","title":"Acoustic twilight: A year‐long seafloor monitoring unveils phenological patterns in the abyssal soundscape","year":2023,"lang":"en","type":"article","venue":"Limnology and Oceanography Letters","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swine Innovation Porc","keywords":"Soundscape; Diel vertical migration; Abyssal zone; Oceanography; Foraging; Abyssal plain; Mesocosm; Twilight; Ecology; Biology; Geology; Ecosystem; Sound (geography); Paleontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424314,0.0001361588,0.0001229449,0.0008726469,0.0002782136,0.000399898,0.0001031028,0.0001455201,0.001982275],"category_scores_gemma":[0.0002451791,0.0000599398,0.00009727287,0.000523935,0.0001868802,0.0002377368,0.0003775897,0.0001602037,0.0003083457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161285,"about_ca_system_score_gemma":0.0001332997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117481,"about_ca_topic_score_gemma":0.04421854,"domain_scores_codex":[0.9999576,0.000007135568,0.000003072853,0.00001114816,0.000008681821,0.00001230709],"domain_scores_gemma":[0.9997787,0.00002607459,0.00005762353,0.00001291637,0.00005252203,0.00007215639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008448736,0.00001914493,0.9628291,0.00004027652,0.0000322108,0.0001877429,0.0008239531,0.00007499012,0.02096265,0.00003990006,0.0002289476,0.01467652],"study_design_scores_gemma":[2.803629e-7,0.00001687749,0.9989963,0.000002513419,0.000002665603,0.00003423474,0.0004407893,0.0000506897,0.0002060337,0.000006302281,0.0002421434,0.00000119648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977403,0.0001303852,0.0003193581,0.00001889144,0.000006615941,0.000005335959,0.0003074663,0.00001277573,0.001458919],"genre_scores_gemma":[0.9984297,0.0001015408,0.0004820457,0.00001683135,0.000008515236,0.000005838243,0.0002465861,0.00000489794,0.0007039176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117481,"threshold_uncertainty_score":0.02221948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658483979203458,"score_gpt":0.2318023614211449,"score_spread":0.2152175216291103,"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."}}