{"id":"W3182846025","doi":"10.1111/gcb.15798","title":"A Gulf in lockdown: How an enforced ban on recreational vessels increased dolphin and fish communication ranges","year":2021,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Department of Conservation, New Zealand","keywords":"Fish <Actinopterygii>; Fishery; Recreation; Oceanography; Environmental science; Geography; Biology; Ecology; 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":[0.0006100973,0.000193935,0.0001108919,0.0003193044,0.001199185,0.001849549,0.000362111,0.0008207987,0.004482142],"category_scores_gemma":[0.001256193,0.0001031076,0.0002874739,0.0004131763,0.001220332,0.0009462869,0.001445368,0.0008885366,0.0003091646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680139,"about_ca_system_score_gemma":0.001739677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08184961,"about_ca_topic_score_gemma":0.1556926,"domain_scores_codex":[0.9997221,0.00009120489,0.000007741694,0.0000556731,0.00005003061,0.00007323977],"domain_scores_gemma":[0.9996241,0.00007059333,0.00005651642,0.00002486022,0.00009049937,0.0001334677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001914142,0.0009683541,0.3504252,0.001046135,0.0003760221,0.005154677,0.04769695,0.003627422,0.04414624,0.0246728,0.0731519,0.4468202],"study_design_scores_gemma":[0.00006026487,0.001052392,0.7447968,0.0004328721,0.0001642812,0.0003942385,0.06510872,0.001114583,0.003740913,0.006349179,0.1766906,0.00009523668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94854,0.001676859,0.0007787084,0.009959135,0.0004445003,0.00002362393,0.0003092833,0.00004864278,0.03821932],"genre_scores_gemma":[0.9841337,0.002607334,0.0007591537,0.002802604,0.00006997131,0.00002192178,0.0002593072,0.00002977561,0.009316368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08184961,"threshold_uncertainty_score":0.1627464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266991778268916,"score_gpt":0.2889116411009818,"score_spread":0.2362417233182926,"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."}}