{"id":"W4229452158","doi":"10.1121/10.0011189","title":"Research priorities for sound and vibration effects on fishes and aquatic invertebrates from offshore wind energy development","year":2022,"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":"University of Windsor","funders":"","keywords":"Workgroup; Invertebrate; Environmental science; Sound (geography); Wildlife; Offshore wind power; Environmental resource management; Fishery; Ecology; Computer science; Oceanography; Biology; Wind power; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01210225,0.0009765783,0.001032937,0.004433805,0.001922977,0.003188366,0.001285096,0.002330162,0.006643347],"category_scores_gemma":[0.006110325,0.0005274983,0.001395375,0.003119139,0.0007704352,0.003292807,0.003915538,0.002494456,0.0007590164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002771284,"about_ca_system_score_gemma":0.0184319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194092,"about_ca_topic_score_gemma":0.07242703,"domain_scores_codex":[0.9968105,0.001067543,0.0003701209,0.0003424789,0.0008055224,0.0006037632],"domain_scores_gemma":[0.9902757,0.002982531,0.0007092717,0.0001883591,0.004487994,0.00135611],"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":[0.0006214186,0.0004448476,0.03363122,0.01721938,0.0002311061,0.001023938,0.003478676,0.0008968924,0.007244703,0.007375199,0.03924988,0.8885828],"study_design_scores_gemma":[0.0001145055,0.003627192,0.2455753,0.03936236,0.001206698,0.001377505,0.03962442,0.0007992046,0.004491854,0.01651761,0.6470933,0.0002101623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09512465,0.6368151,0.01312578,0.1556755,0.009638674,0.00175585,0.002319822,0.0003264822,0.08521815],"genre_scores_gemma":[0.21513,0.7015575,0.03602798,0.01932175,0.002369432,0.001173939,0.0024222,0.00004517089,0.02195203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02194092,"threshold_uncertainty_score":0.06400359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370187486812492,"score_gpt":0.2610207400270102,"score_spread":0.2373188651588853,"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."}}