{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008014941,0.0004507684,0.0003759557,0.00134939,0.000245738,0.0006701602,0.0004014093,0.0004978789,0.00355126],"category_scores_gemma":[0.000553358,0.0001372923,0.0002219734,0.001130415,0.0002088307,0.001148491,0.0006625465,0.0008706806,0.001424405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319456,"about_ca_system_score_gemma":0.0003434478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813338,"about_ca_topic_score_gemma":0.005274673,"domain_scores_codex":[0.999366,0.0001236609,0.00001817441,0.00007560426,0.0003747427,0.00004175379],"domain_scores_gemma":[0.9993716,0.00006164597,0.00009514303,0.00005693638,0.0003466593,0.00006800123],"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":[0.0006423126,0.0003912458,0.03679214,0.0005830983,0.0001408031,0.0001847674,0.0002455652,0.009374389,0.3958993,0.004364431,0.04989086,0.5014911],"study_design_scores_gemma":[0.0002667199,0.001089604,0.09935947,0.0002946863,0.0002757313,0.0007266317,0.0007532165,0.1210916,0.2206223,0.004789142,0.5503949,0.0003361175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4908696,0.05798487,0.3106031,0.006781963,0.003108896,0.0008455057,0.01461147,0.01289298,0.1023016],"genre_scores_gemma":[0.7056413,0.008997971,0.2377982,0.002287772,0.0008692171,0.0002189314,0.009633968,0.0002167562,0.03433585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00355126,"threshold_uncertainty_score":0.01188022,"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."}}