{"id":"W4200218562","doi":"10.1007/s00227-021-03996-8","title":"Towards a new understanding of elasmobranch hearing","year":2021,"lang":"en","type":"article","venue":"Marine Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Biology; Bycatch; Sound (geography); Noise pollution; Fishery; Fish <Actinopterygii>; Sound exposure; Ecology; Acoustics; Noise reduction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001063187,0.00009333349,0.0002088769,0.00001399124,0.00004774523,0.000005128936,0.0001271539,0.00005053945,0.01138637],"category_scores_gemma":[0.00007732787,0.00008523677,0.00005840705,0.0002201817,0.0000986622,0.00003448003,0.001508979,0.00007653068,0.0001023844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014944,"about_ca_system_score_gemma":0.00002247458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009133895,"about_ca_topic_score_gemma":0.005621594,"domain_scores_codex":[0.9992484,0.00003931628,0.0001780796,0.0002400311,0.00007813317,0.0002160168],"domain_scores_gemma":[0.9996753,0.00003473126,0.00005179737,0.0001741428,0.000005486918,0.00005858878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001768071,0.00004029587,0.8983269,0.00002151868,0.00003601709,0.00001219363,0.0000752281,0.00001353295,0.004616455,0.01369901,0.002285462,0.08085569],"study_design_scores_gemma":[0.0005717299,0.000180883,0.7960355,0.00001169337,0.00002265527,0.00003141009,0.0001075826,0.00008835899,0.003464062,0.03062046,0.1686361,0.0002295427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4430891,0.0002291058,0.002599871,0.00138619,0.0002259261,0.0001091012,0.000002603371,0.00004126941,0.5523168],"genre_scores_gemma":[0.9946217,0.000191291,0.002811094,0.0003253847,0.00004718293,0.000002634392,0.000006716667,0.000008332683,0.001985685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5515326,"threshold_uncertainty_score":0.9974644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06269151038259721,"score_gpt":0.2742857953286403,"score_spread":0.2115942849460431,"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."}}