{"id":"W4379514382","doi":"10.1007/978-3-031-10417-6_92-1","title":"Fish Sound Production Research: Historical Practices and Ongoing Challenges","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Victoria; Simon Fraser University","funders":"","keywords":"Extant taxon; Sound (geography); Sound production; Fish <Actinopterygii>; Scope (computer science); Limiting; Beluga; Production (economics); Biology; Fishery; Ecology; Geography; Computer science; Evolutionary biology; Engineering; Oceanography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005002771,0.0006507703,0.0005626914,0.003359403,0.0011569,0.008122584,0.001649431,0.00150186,0.02102483],"category_scores_gemma":[0.003101942,0.0004292261,0.0001954934,0.007189141,0.004161469,0.006784345,0.002114467,0.00254703,0.005489092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581523,"about_ca_system_score_gemma":0.003548283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009722942,"about_ca_topic_score_gemma":0.04459405,"domain_scores_codex":[0.9990101,0.0002611134,0.00004367582,0.0001517866,0.0004801606,0.00005305418],"domain_scores_gemma":[0.9965112,0.002352918,0.00008318732,0.0001762984,0.0007352511,0.0001412583],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001247012,0.00002498448,0.0005229251,0.0006561778,0.000006475498,0.0000643203,0.001614601,0.000211056,0.0004665813,0.1864671,0.2310266,0.5789267],"study_design_scores_gemma":[0.000001355966,0.00001068298,0.0009489013,0.0006427672,0.000003377603,0.0000945135,0.001125337,0.0000976543,0.0001366312,0.02716945,0.969761,0.000008359912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002398193,0.3876491,0.01496504,0.04976221,0.008151966,0.00004635657,0.0005777735,0.0003207674,0.5361286],"genre_scores_gemma":[0.02261723,0.4342015,0.0268892,0.010087,0.007322196,0.0001597143,0.0007316222,0.0006374607,0.4973539],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9949972,"threshold_uncertainty_score":0.07033503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4088438783488864,"score_gpt":0.3608413581325342,"score_spread":0.04800252021635221,"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."}}