{"id":"W7112988249","doi":"","title":"Gulf of Mexico Recovery and Organic Matter Variability: A Tale of Two Sources","year":2018,"lang":"en","type":"dissertation","venue":"DigiNole (Florida State University)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total organic carbon; Carbon fibers; Hopanoids; Organic matter; Methane; Plume; Wellhead; Hydrocarbon; Petroleum seep; Terrigenous sediment","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":[],"category_scores_codex":[0.0001045187,0.0001676051,0.0002392176,0.0001804969,0.00007296079,0.00001525133,0.000167266,0.0001000747,0.001886421],"category_scores_gemma":[0.00001570564,0.0001886115,0.0000744522,0.0003680624,0.0001991285,0.0002893358,0.00008119106,0.000105659,0.00009915014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121522,"about_ca_system_score_gemma":0.00002974884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005969782,"about_ca_topic_score_gemma":0.0008156509,"domain_scores_codex":[0.9990492,0.0000506968,0.0001996,0.0003378645,0.0002072715,0.0001553669],"domain_scores_gemma":[0.9993364,0.00003547047,0.0002962861,0.0002198958,0.00004321255,0.00006879834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002357116,0.0007294646,0.5233811,0.001795015,0.0007915131,0.0000583851,0.01877349,0.000914591,0.3572532,0.0007675288,0.006153265,0.08702535],"study_design_scores_gemma":[0.002896735,0.0007183191,0.2014585,0.0003847575,0.0004709424,0.00001007699,0.004700585,0.0002283359,0.6859637,0.004541408,0.09727612,0.001350542],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546173,0.000008899304,0.0003398935,0.00001134741,0.0002888223,0.0001493039,0.00005990949,0.00002136778,0.04450322],"genre_scores_gemma":[0.9661001,0.000113923,0.0002180526,0.00002507367,0.00002210714,6.922282e-7,0.000136109,0.00002266155,0.0333613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287105,"threshold_uncertainty_score":0.999026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003819215491462318,"score_gpt":0.1797933424550611,"score_spread":0.1759741269635987,"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."}}