{"id":"W4283749172","doi":"10.1146/annurev-marine-040821-104411","title":"Oil Transport Following the<i>Deepwater Horizon</i>Blowout","year":2022,"lang":"en","type":"review","venue":"Annual Review of Marine Science","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Wellhead; Deepwater horizon; Oil spill; Canyon; Plume; Horizon; Shore; Drifter; Oceanography; Environmental science; Geology; Petroleum engineering; Crude oil; Meteorology; Lagrangian; Geography; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003287758,0.0003401206,0.0009954574,0.00008792842,0.0004483483,0.00002390464,0.00153569,0.00005808282,0.007296517],"category_scores_gemma":[0.0002714816,0.0002118991,0.0007906637,0.001978254,0.000649771,0.0004624667,0.001067731,0.0004159591,0.0003757719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444662,"about_ca_system_score_gemma":0.0001837567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216132,"about_ca_topic_score_gemma":0.0000290421,"domain_scores_codex":[0.9964641,0.0001819447,0.0008521942,0.000677717,0.001407198,0.0004168565],"domain_scores_gemma":[0.9985299,0.0001002085,0.0004735596,0.0007373748,0.00002181372,0.0001372191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[4.787663e-7,0.00002163641,0.00001240886,0.00805518,0.000009290839,0.000007399205,0.00003791149,5.38958e-7,0.000001675822,0.00002528753,0.0004484221,0.9913798],"study_design_scores_gemma":[0.00004285252,0.00007864674,0.00002992178,0.006706865,0.0002891007,0.0000404755,0.00002114472,0.000001029727,0.000004665458,0.00001581774,0.9925195,0.0002500019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002422958,0.919279,0.000003171476,0.0001063443,0.0006946243,0.0002981484,0.00003018866,0.00003403021,0.07953021],"genre_scores_gemma":[0.00001950479,0.9933411,0.0001613994,0.0004223057,0.00004297756,0.0001674819,0.00003691175,0.00002456582,0.005783731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.992071,"threshold_uncertainty_score":0.993611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483298440718733,"score_gpt":0.2866370458992181,"score_spread":0.2718040614920308,"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."}}