{"id":"W2062499401","doi":"10.7901/2169-3358-2008-1-179","title":"INTEGRATION OF AIRBORNE AIS BRINGS A NEW DIMENSION TO THE DETECTION OF ILLEGAL DISCHARGE OF OIL SPILLS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Transponder (aeronautics); Automatic Identification System; Aeronautics; Nautical chart; On board; Computer science; Remote sensing; Engineering; Marine engineering; Telecommunications; Computer security; Chart; Geography; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006083884,0.0002971814,0.0002828448,0.001850836,0.000320023,0.001068863,0.0003429042,0.0002735758,0.001828067],"category_scores_gemma":[0.001094707,0.0001601814,0.0002486622,0.001725978,0.0002507064,0.0007362987,0.0007362548,0.0004227196,0.0005564094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903189,"about_ca_system_score_gemma":0.0008684559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02554152,"about_ca_topic_score_gemma":0.0577069,"domain_scores_codex":[0.9990979,0.000130168,0.00003853823,0.0000946443,0.0005466249,0.00009205225],"domain_scores_gemma":[0.9977304,0.0002780485,0.0002683646,0.0001963337,0.001443229,0.00008366901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000394383,0.0002173155,0.1592371,0.0002463498,0.0001268249,0.0003161076,0.000593024,0.004814695,0.08964365,0.001430431,0.007333164,0.7356469],"study_design_scores_gemma":[0.0000762641,0.001071082,0.6686589,0.0002889312,0.0003831473,0.001862522,0.003665802,0.1186067,0.1025472,0.004008096,0.09863816,0.0001932728],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.821458,0.002078839,0.1234766,0.001300715,0.0003012776,0.0002119571,0.003165005,0.003136886,0.04487074],"genre_scores_gemma":[0.8634667,0.0008333476,0.1270265,0.0002434341,0.0001007694,0.00003000126,0.002413197,0.0001174529,0.005768617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02554152,"threshold_uncertainty_score":0.05078572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696502731336581,"score_gpt":0.2310167483021348,"score_spread":0.214051720988769,"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."}}