{"id":"W2914307410","doi":"10.3389/fmars.2018.00514","title":"Future Directions in Research on Beaked Whales","year":2019,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Beaked whale; Marine mammals and sonar; Foraging; Biology; Population; Sonar; Whaling; Whale; Ecology; Fishery; Geography; Zoology; Oceanography; Demography","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":[0.01554196,0.001436968,0.001904958,0.003366678,0.001588761,0.005194922,0.003981667,0.007104594,0.05664226],"category_scores_gemma":[0.01897828,0.0004255528,0.001679415,0.004496252,0.003446364,0.01197853,0.003106464,0.0043614,0.01073758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297733,"about_ca_system_score_gemma":0.01558308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01822848,"about_ca_topic_score_gemma":0.02467446,"domain_scores_codex":[0.9958308,0.001739562,0.0003432457,0.0006313357,0.0007576816,0.0006972944],"domain_scores_gemma":[0.9580271,0.02083059,0.001888966,0.001702854,0.01133391,0.006216641],"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":[0.0007436059,0.0006985721,0.02138736,0.01319657,0.0002594274,0.001087119,0.003217909,0.000624432,0.001488579,0.05258305,0.2210537,0.6836597],"study_design_scores_gemma":[0.00009990917,0.0004278225,0.02230903,0.02066668,0.0002837848,0.001099659,0.0186337,0.0004872666,0.0004191485,0.06623406,0.8692124,0.0001266062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007169415,0.5604817,0.005030919,0.3686704,0.01666484,0.0002057535,0.001744858,0.0003242493,0.03970779],"genre_scores_gemma":[0.04004735,0.79127,0.02627021,0.09885565,0.01420517,0.0007328083,0.003391841,0.0000983066,0.02512864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05664226,"threshold_uncertainty_score":0.1894873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258524358302277,"score_gpt":0.310124764726353,"score_spread":0.2775395211433302,"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."}}