{"id":"W3013301496","doi":"10.1002/ieam.4273","title":"Ecological Risk Assessment of Oil Spills in Ice-Covered Waters: A Surface Slick Model Coupled with a Food-Web Bioaccumulation Model","year":2020,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Norges Forskningsråd; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Food web; Environmental science; Bioaccumulation; Arctic; Bioconcentration; Biomagnification; Oil spill; Petroleum; Environmental chemistry; Ecology; Environmental engineering; Ecosystem; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0002745699,0.0003364265,0.0003256151,0.00006774516,0.000109587,0.00005436336,0.000176522,0.0001086783,0.0003531096],"category_scores_gemma":[0.000003325043,0.0002681877,0.00006956721,0.0002643808,0.0001981532,0.0003935124,0.0002718273,0.0002669976,0.00002054502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006595531,"about_ca_system_score_gemma":0.00001892417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014597,"about_ca_topic_score_gemma":0.000171537,"domain_scores_codex":[0.9978874,0.00009842006,0.0004848666,0.0006542032,0.0005435367,0.0003315798],"domain_scores_gemma":[0.9993497,0.00002329391,0.0002471865,0.000206776,0.000005155735,0.0001679518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000122215,0.0005547771,0.1047224,0.00004666389,0.0000924541,0.00000843844,0.0002354942,0.8605501,0.02899402,0.000227851,0.00008271271,0.004362889],"study_design_scores_gemma":[0.002040629,0.000595626,0.1344355,0.00003067605,0.00007672459,0.000001052887,0.0006085272,0.8610041,0.0006256279,0.0001349333,0.0001538707,0.0002927732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740312,0.000009980167,0.02019523,0.0003686016,0.00002697742,0.0005652565,0.00008606051,0.00005791766,0.004658768],"genre_scores_gemma":[0.9778439,0.0008000302,0.02049912,0.0003597874,0.000005705492,0.00008520396,0.0001049342,0.00002653525,0.0002747281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02971311,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494300719260036,"score_gpt":0.2371330466876255,"score_spread":0.2221900394950251,"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."}}