{"id":"W3183439373","doi":"10.22055/jhs.2021.36866.1165","title":"Investigation of Deepwater horizon oil spill movement in the Gulf of Mexico","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Oil spill; Racing slick; Deepwater horizon; Environmental science; Dispersion (optics); Geology; Scale (ratio); Current (fluid); Hydrology (agriculture); Meteorology; Oceanography; Petroleum engineering; Geography; Geotechnical engineering","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":[0.0001278368,0.0002681191,0.0002156655,0.0005187626,0.0004186031,0.0003390657,0.0002366222,0.0003503706,0.0004978663],"category_scores_gemma":[0.0003724264,0.0001517872,0.0002472869,0.0004155752,0.0001655432,0.0004530395,0.0002985641,0.0002546104,0.00004724216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008089758,"about_ca_system_score_gemma":0.0006077619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05959063,"about_ca_topic_score_gemma":0.05324258,"domain_scores_codex":[0.9999517,0.000005307894,0.000003007888,0.00001206324,0.00001340205,0.00001458652],"domain_scores_gemma":[0.9998871,0.00002425294,0.00004044727,0.000008649822,0.00002665342,0.00001285536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002370571,0.0002199932,0.5967149,0.0001117186,0.0001004224,0.001345264,0.0004259494,0.3560741,0.01591626,0.001451567,0.0007012559,0.02670148],"study_design_scores_gemma":[0.00002706644,0.0001056532,0.1887489,0.00001958695,0.00004431191,0.0001120282,0.001076268,0.8038105,0.004308233,0.00029744,0.001423112,0.00002684689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984634,0.00004957187,0.0008756822,0.0000549242,0.000003797334,0.000004880954,0.00008666298,0.00002878534,0.0004322991],"genre_scores_gemma":[0.9982231,0.00009141969,0.001197867,0.000006749835,0.000001777857,0.000004645345,0.0001627198,0.000004431292,0.000307238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05959063,"threshold_uncertainty_score":0.1184875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317373721466656,"score_gpt":0.4411706701092447,"score_spread":0.3094332979625791,"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."}}