{"id":"W2022247567","doi":"10.7901/2169-3358-2001-1-115","title":"Fate and Persistence of Long-Term Spilled Metula Oil in the Marine Salt Marsh Environment: Degradation of Petroleum Biomarkers","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Salt marsh; Environmental chemistry; Petroleum; Marsh; Environmental science; Biodegradation; Chemistry; Ecology; Biology; Organic chemistry","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":[0.000104326,0.0001616375,0.0001397564,0.0003985881,0.0002317163,0.0002833142,0.0001187824,0.000177268,0.0006195115],"category_scores_gemma":[0.0001762458,0.00008572308,0.0001004042,0.0002765041,0.0001424036,0.0002000411,0.0002109239,0.0001510071,0.0001783609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632802,"about_ca_system_score_gemma":0.0001700977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008757906,"about_ca_topic_score_gemma":0.01485085,"domain_scores_codex":[0.9999466,0.000004590366,0.000004059144,0.00001447304,0.00001664017,0.00001355744],"domain_scores_gemma":[0.9998337,0.00001081368,0.00005459004,0.000009299864,0.00005714074,0.00003444882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005091348,0.00006255549,0.1936096,0.00003155652,0.00002919581,0.0001703445,0.0002413523,0.0002210681,0.7994694,0.00002634464,0.00003041158,0.005599102],"study_design_scores_gemma":[0.000004465797,0.0007094117,0.8730414,0.000005758237,0.00002277104,0.0001559623,0.0003936299,0.0006654428,0.1243735,0.00001757164,0.0005997741,0.00001034675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999773,0.00002350703,0.00004231407,0.0000026287,3.295203e-7,0.000001347322,0.00008394253,0.00000171801,0.00007133043],"genre_scores_gemma":[0.999044,0.00004247722,0.000151278,0.00000446758,5.635099e-7,0.000003358109,0.0002230479,0.00000140617,0.0005294284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757906,"threshold_uncertainty_score":0.01741391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819394809809153,"score_gpt":0.2259647939268321,"score_spread":0.2077708458287406,"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."}}