{"id":"W7027616335","doi":"","title":"December 2016: Kuwait Oil Spill, 1991","year":2016,"lang":"en","type":"article","venue":"The Institutional Repository at DePaul University (DePaul University)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Oil field; Petroleum industry; Satellite imagery; Petroleum; Spring (device); Oil production; Quarter (Canadian coin)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001568618,0.0002412158,0.0001609615,0.0001549446,0.002170506,0.00002496761,0.0006461173,0.0001670155,0.001238916],"category_scores_gemma":[0.00003366469,0.0001873679,0.0001927189,0.0005717674,0.0008248345,0.0007969175,0.0006022815,0.0001732982,0.002044473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493075,"about_ca_system_score_gemma":0.0001079013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007962946,"about_ca_topic_score_gemma":0.001087093,"domain_scores_codex":[0.9982625,0.0001816095,0.0001574837,0.0005276692,0.000501577,0.0003691315],"domain_scores_gemma":[0.9989614,0.0001212021,0.000153562,0.0004518443,0.00005214814,0.0002598523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002967802,0.0006068337,0.002709345,0.0000498456,0.0005524696,0.6528351,0.00009305513,0.005988254,0.2903238,0.004482419,0.002402335,0.03698884],"study_design_scores_gemma":[0.001466819,0.00007752547,0.018204,0.00005254818,0.0001149615,0.02026341,0.0002119675,0.0001080211,0.007900401,0.0001664407,0.9509795,0.0004544335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7883674,0.00001643655,0.0006163352,0.0006210636,0.0004242632,0.00008701023,0.0000228263,0.0001504739,0.2096942],"genre_scores_gemma":[0.8106328,0.0001291644,0.0001334957,0.0001305662,0.00007875217,2.468899e-7,0.00001088057,0.00001043002,0.1888737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9485772,"threshold_uncertainty_score":0.9996741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006073478902156564,"score_gpt":0.1579473437796722,"score_spread":0.1518738648775157,"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."}}