{"id":"W4384472175","doi":"10.1016/j.marpolbul.2023.115276","title":"The long-term fate of saturates and biomarkers within crude oil spilled during the Baffin Island Oil Spill (BIOS) Project","year":2023,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; National Research Council Canada; University of Manitoba","funders":"","keywords":"Sterane; Hopanoids; BIOS; Alkylbenzenes; Phytane; Petroleum; Crude oil; Environmental chemistry; Biota; Oil spill; Hydrocarbon; Geology; Intertidal zone; Environmental science; Pristane; Geochemistry; Oceanography; Petroleum engineering; Chemistry; Ecology; Paleontology; Source rock; Biology","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":[0.0003530055,0.000323275,0.000246222,0.0007080491,0.001156575,0.0009087853,0.0002462476,0.0004826724,0.000805411],"category_scores_gemma":[0.0003685731,0.0001696958,0.0001590065,0.0004534004,0.0003719488,0.0005090298,0.0005625694,0.0004040857,0.000207059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801156,"about_ca_system_score_gemma":0.001492275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1704205,"about_ca_topic_score_gemma":0.256841,"domain_scores_codex":[0.9998381,0.00001390998,0.00000675589,0.00003532111,0.00006464371,0.0000412415],"domain_scores_gemma":[0.999712,0.00001377992,0.00004991554,0.00001026909,0.0001663844,0.00004760922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003035585,0.0002949913,0.7356171,0.00009433536,0.0002457129,0.0005171151,0.001188269,0.001307608,0.2362652,0.0003389851,0.001094124,0.02000104],"study_design_scores_gemma":[0.00001339275,0.000473457,0.9564978,0.00001673668,0.00008583545,0.00008727035,0.001577734,0.0008627291,0.03605734,0.00007021002,0.004236417,0.00002105511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987111,0.0001122446,0.0001024774,0.00004994,0.000008431394,0.000007259505,0.0003557875,0.000003854045,0.0006488425],"genre_scores_gemma":[0.9962695,0.0001728934,0.0001426061,0.00003304742,0.000005942789,0.00001235983,0.0005342227,0.000007517606,0.002821958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8295795,"threshold_uncertainty_score":0.3388571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005793206467418057,"score_gpt":0.1995357785975244,"score_spread":0.1937425721301063,"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."}}