{"id":"W3023521593","doi":"","title":"A polluted site revisited a quarter century after the largest oil spill in human history in the Arabian Gulf","year":2019,"lang":"en","type":"article","venue":"EGUGA","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Oceanography; Oil spill; Geography; Fishery; Environmental science; Geology; Archaeology; Environmental protection; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003845353,0.0000971714,0.00008663502,0.00005044983,0.00004613061,0.00002030594,0.0001730773,0.00005510535,0.003764705],"category_scores_gemma":[0.00001037942,0.0000614355,0.00004718321,0.0002167338,0.0000700024,0.0001172292,0.00003870251,0.0002066672,0.001425763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289822,"about_ca_system_score_gemma":0.000004805991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007846771,"about_ca_topic_score_gemma":0.003487506,"domain_scores_codex":[0.9990446,0.0001641522,0.0001713453,0.0002140252,0.0002059937,0.0001999029],"domain_scores_gemma":[0.9995761,0.00002081674,0.00005037587,0.0003210646,0.000002854269,0.00002882621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007846474,0.0001929399,0.9125133,0.00002420818,0.000005945531,0.00003319548,0.01517716,0.00008280655,0.04978707,0.0001694062,0.0136975,0.008237999],"study_design_scores_gemma":[0.0003714182,0.00002931742,0.8067312,0.00002394444,0.000002984347,0.000004385447,0.0002267628,0.00004578221,0.00006306281,0.00004177465,0.1923617,0.00009764209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761309,0.0001786218,0.00000100603,0.001173026,0.0001666261,0.000160763,0.000003957842,0.0000180085,0.02216711],"genre_scores_gemma":[0.9946961,0.000015369,0.00001273906,0.003199259,0.00003826882,0.00003840131,0.000007774921,0.000008332532,0.001983793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786642,"threshold_uncertainty_score":0.9993517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004880001912032247,"score_gpt":0.1910208145613057,"score_spread":0.1861408126492734,"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."}}