{"id":"W2004564009","doi":"10.7901/2169-3358-2001-2-911","title":"NEW SPACE-BORNE SENSORS FOR OIL SPILL RESPONSE","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Remote sensing; Polarimetry; Synthetic aperture radar; Satellite; Oil spill; Computer science; Radar; Launched; Environmental science; Polarization (electrochemistry); Meteorology; Geology; Telecommunications; Aerospace engineering; Geography; Engineering; Electrical engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004278414,0.0002591801,0.0001859645,0.000140317,0.0001661162,0.0002140052,0.0004429699,0.0001353636,0.005175139],"category_scores_gemma":[0.0005263169,0.0002572634,0.0001249579,0.0002873509,0.000121142,0.0004793585,0.0001341921,0.0001771839,0.0009895496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003748511,"about_ca_system_score_gemma":0.00005550918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004218188,"about_ca_topic_score_gemma":0.0001061922,"domain_scores_codex":[0.9980813,0.00001299936,0.0003565443,0.0005704237,0.0005925532,0.0003861234],"domain_scores_gemma":[0.9991215,0.0000708167,0.0002149831,0.0001178206,0.0002076435,0.0002672768],"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":[0.003876218,0.0001647779,0.02741606,0.00004742838,0.0001080331,0.00002406072,0.002624043,0.0001931169,0.286796,0.02041508,0.03198795,0.6263472],"study_design_scores_gemma":[0.002396905,0.0003969679,0.04254565,0.0001290768,0.00003731419,0.000151699,0.0006376631,0.006846812,0.04143358,0.005607449,0.8990502,0.0007666226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504125,0.00001594073,0.001147908,0.0121441,0.0007850723,0.00009867102,0.00001750538,0.0001901908,0.1351881],"genre_scores_gemma":[0.9253522,0.0001752208,0.004439246,0.000662466,0.0003088126,0.00006550273,0.00001392279,0.00003168021,0.06895099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8670623,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917323008079816,"score_gpt":0.2578585901588399,"score_spread":0.2386853600780417,"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."}}