{"id":"W2774904562","doi":"10.1126/science.aar5529","title":"Lessons learned from cetacean tragedies","year":2017,"lang":"en","type":"letter","venue":"Science","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Whale; Wildlife; Right whale; Fishery; History; Environmental ethics; Geography; Ecology; Biology; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0007013328,0.0003143095,0.0003080052,0.00008258226,0.001605698,0.0003230163,0.002900439,0.0003165455,0.0135206],"category_scores_gemma":[0.0001368261,0.0002576504,0.0001250055,0.0002814224,0.003675314,0.000455692,0.000413846,0.001216202,0.001947043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442269,"about_ca_system_score_gemma":0.0001279739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223712,"about_ca_topic_score_gemma":0.0000868802,"domain_scores_codex":[0.9963528,0.00003519359,0.0002415627,0.001253832,0.001280072,0.0008365493],"domain_scores_gemma":[0.9980882,0.00006157457,0.0001909341,0.00145678,0.00001487433,0.0001876598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002261694,0.00002792854,0.001574169,0.000009669921,0.000004112788,0.0003135687,0.0003195308,0.00003999406,0.002464536,0.00000653572,0.9596848,0.03555289],"study_design_scores_gemma":[0.00008746089,0.00001971731,0.0172085,0.00004761773,0.00002141605,0.000005248908,0.00001816737,0.0001890535,0.0003091138,0.00135926,0.9803467,0.0003877259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01405679,0.0001804992,0.0001690886,0.7840891,0.001191747,0.000256807,0.0001788814,0.0001506164,0.1997265],"genre_scores_gemma":[0.1936433,0.0006728335,0.005610109,0.4876038,0.004456278,0.00007955709,0.0003689182,0.0001866235,0.3073785],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2964852,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05477405009864174,"score_gpt":0.2900692115975523,"score_spread":0.2352951614989106,"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."}}