{"id":"W4389083451","doi":"10.1121/10.0023648","title":"Monitoring haddock in the Stellwagen Bank National Marine Sanctuary using passive acoustics","year":2023,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haddock; Fishery; Oceanography; Sound (geography); Sound production; Sound analysis; Environmental science; Geography; Geology; Acoustics; Biology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002986769,0.0002047795,0.0001561621,0.000434986,0.0003276461,0.000358914,0.0002184136,0.000193704,0.000516243],"category_scores_gemma":[0.0004039251,0.0001116387,0.00008128281,0.0003370911,0.0001784427,0.0001712197,0.0003553936,0.0002333502,0.0002530914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645596,"about_ca_system_score_gemma":0.0005053385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05565109,"about_ca_topic_score_gemma":0.301137,"domain_scores_codex":[0.9998397,0.000017148,0.000008353433,0.00005997501,0.00005260906,0.00002224782],"domain_scores_gemma":[0.9996126,0.00005741441,0.00007575103,0.00002507901,0.0001485682,0.00008055985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001261701,0.00006616222,0.93173,0.0000734806,0.00003901647,0.0002825366,0.0007186271,0.001056598,0.01875143,0.00003877555,0.001399756,0.04571754],"study_design_scores_gemma":[0.000004719579,0.0000622724,0.9943345,0.00002553747,0.00001393147,0.00007356954,0.0005002782,0.002023068,0.001095565,0.00001331119,0.001846087,0.000007211222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959142,0.0001743473,0.0007641127,0.00004653283,0.00002232601,0.00001929701,0.0008253599,0.00004121016,0.002192656],"genre_scores_gemma":[0.9877628,0.0004418203,0.006188206,0.00007803547,0.00003150318,0.00004262152,0.002519023,0.00001587004,0.002920048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05565109,"threshold_uncertainty_score":0.1106544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215468867393741,"score_gpt":0.2808332277702291,"score_spread":0.2486785390962917,"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."}}