{"id":"W3159925526","doi":"10.1088/1755-1315/723/5/052035","title":"Modeling of sea currents and the spread of an oil slick in the Labrador Sea area","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Geology; Curvilinear coordinates; Oil spill; Software package; Environmental science; Oceanography; Volume (thermodynamics); Oil field; Meteorology; Software; Geography; Petroleum engineering; Geometry; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001268691,0.0003958462,0.0002484719,0.0004896937,0.0003208105,0.0005587728,0.0003932872,0.0003366086,0.0007385602],"category_scores_gemma":[0.0003246302,0.000177507,0.0006626636,0.0004844527,0.0002487601,0.0003453834,0.0003027089,0.0002527775,0.0001615495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009202746,"about_ca_system_score_gemma":0.0006761479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1541466,"about_ca_topic_score_gemma":0.06604788,"domain_scores_codex":[0.9999335,0.00001746538,0.000003987994,0.00001324462,0.00001091585,0.00002092231],"domain_scores_gemma":[0.9999148,0.00002063369,0.00001996608,0.000008340719,0.00002459569,0.00001162023],"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":[0.00005637745,0.00002015679,0.01241004,0.00001256573,0.00002102537,0.0001112376,0.00003409771,0.9823078,0.001598025,0.0002369881,0.0001361029,0.003055581],"study_design_scores_gemma":[0.0000125742,0.00004268747,0.007779785,0.000005359192,0.00001745941,0.00002064351,0.00006768773,0.9904193,0.001103984,0.0001062265,0.0004126267,0.000011664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873568,0.00008382096,0.008091353,0.00006310494,0.000008883277,0.00001403104,0.0003771298,0.0002450784,0.003759851],"genre_scores_gemma":[0.9967061,0.0000527658,0.002012175,0.000004688674,0.000002245043,0.000008484888,0.0001683768,0.00001722087,0.001027945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8458534,"threshold_uncertainty_score":0.3064988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014212938853877,"score_gpt":0.2098965166249527,"score_spread":0.1956835777710757,"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."}}