{"id":"W2735519620","doi":"10.1007/s00244-017-0416-7","title":"Marine Environmental Emergencies in the North Pacific Ocean: Lessons Learned from Recent Oil Spills","year":2017,"lang":"en","type":"editorial","venue":"Archives of Environmental Contamination and Toxicology","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Council for the Exploration of the Sea; Ministry of Oceans and Fisheries; North Pacific Marine Science Organization","keywords":"Oil spill; Biota; Environmental planning; Marine ecosystem; Harm; Environmental resource management; Environmental science; Habitat; Damages; Ecosystem; Environmental protection; Ecology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009502484,0.003019277,0.0031324,0.004077009,0.003424702,0.01121054,0.003888689,0.02275153,0.006652582],"category_scores_gemma":[0.03867253,0.001150041,0.00285845,0.002941695,0.003451937,0.005566424,0.002643036,0.02554125,0.002844646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004396519,"about_ca_system_score_gemma":0.00843378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009470994,"about_ca_topic_score_gemma":0.02802058,"domain_scores_codex":[0.9949804,0.0007763511,0.001158045,0.0006386961,0.002049893,0.0003966469],"domain_scores_gemma":[0.9589383,0.02312488,0.002154883,0.0005329741,0.01147479,0.003774148],"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":[0.0000347917,0.0000189829,0.0001290812,0.0009191487,0.00005434903,0.0003267461,0.0001127315,0.00004020074,0.00003694038,0.0003012446,0.9867203,0.01130554],"study_design_scores_gemma":[0.00006384031,0.00003488446,0.0009950442,0.002796981,0.0001527373,0.000433483,0.0005520171,0.00009259224,0.00008048244,0.0008207699,0.9939386,0.0000386078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007600963,0.01645282,0.00006371298,0.05997825,0.9225472,0.00001121465,0.00006256127,0.00001769819,0.000790576],"genre_scores_gemma":[0.0006074439,0.01940301,0.00006008317,0.01616218,0.9619614,0.00001030729,0.00002988413,0.00001664489,0.001748867],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02275153,"threshold_uncertainty_score":0.05025452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408201428619917,"score_gpt":0.2382735288975195,"score_spread":0.2241915146113203,"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."}}