{"id":"W2163628589","doi":"10.1007/s00367-003-0139-9","title":"Distinct side-scan sonar, RADARSAT SAR, and acoustic profiler signatures of gas and oil seeps on the Gulf of Mexico slope","year":2003,"lang":"en","type":"article","venue":"Geo-Marine Letters","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Space Agency; National Science Foundation","keywords":"Side-scan sonar; Racing slick; Geology; Sonar; Petroleum seep; Synthetic aperture radar; Seafloor spreading; Remote sensing; Backscatter (email); Seismology; Oceanography; Methane","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00005130381,0.0001918883,0.0001934115,0.0006741988,0.0004215837,0.0003020531,0.0001615527,0.0003081427,0.0007838095],"category_scores_gemma":[0.0002263828,0.0001771722,0.0001092761,0.000291204,0.0002197959,0.0001656605,0.0003574319,0.0002464438,0.0001368959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315075,"about_ca_system_score_gemma":0.0003093545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03689193,"about_ca_topic_score_gemma":0.06660242,"domain_scores_codex":[0.9999545,0.000002554279,0.000001449998,0.00001133642,0.00001338358,0.00001691594],"domain_scores_gemma":[0.9998764,0.00001475867,0.00003511623,0.000005672507,0.00003879121,0.00002922326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001167677,0.0001340167,0.8596528,0.0000368961,0.00007070959,0.001124693,0.0009001032,0.002255525,0.1194233,0.0001866394,0.0007490315,0.01429865],"study_design_scores_gemma":[0.000005574607,0.00001874156,0.9984128,0.000002686483,0.000007435521,0.000054451,0.0001705699,0.0004547654,0.0007484914,0.000007572858,0.000114713,0.000002182762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993249,0.00001709126,0.00004223815,0.00001643234,0.00000180619,0.000001995668,0.000113719,0.000004191307,0.0004776862],"genre_scores_gemma":[0.99923,0.00003182784,0.0000894728,0.000008060197,0.000002602261,0.000002778011,0.0002063951,0.000002092741,0.0004266997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03689193,"threshold_uncertainty_score":0.07335442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005535074305835486,"score_gpt":0.1868669705940106,"score_spread":0.1813318962881751,"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."}}