{"id":"W2079063215","doi":"10.7901/2169-3358-2005-1-1001","title":"LASER FLUOROSENSOR DEMONSTRATION FLIGHTS AROUND THE SOUTHERN COAST OF NEWFOUNDLAND","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Petroleum seep; Remote sensing; Environmental science; Aerial survey; Oceanography; Meteorology; Geography; Geology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001941568,0.0001364191,0.0001033641,0.00004479853,0.000132059,0.0001184378,0.0003058935,0.00006713667,0.001675271],"category_scores_gemma":[0.0000575052,0.000100242,0.00006040535,0.0001303136,0.0002105661,0.0004072468,0.00007334733,0.000130957,0.0005826313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443672,"about_ca_system_score_gemma":0.00001707361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005418796,"about_ca_topic_score_gemma":0.002268907,"domain_scores_codex":[0.9988114,0.000008893605,0.0002962556,0.0002422798,0.0004834239,0.0001577098],"domain_scores_gemma":[0.9994848,0.00002565282,0.0002125472,0.00007608159,0.0001371965,0.00006377364],"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":[0.0001617175,0.0002664236,0.2244532,0.00002452692,0.0001052458,0.000002203249,0.009151296,0.0005207249,0.3468241,0.009148261,0.002483741,0.4068585],"study_design_scores_gemma":[0.004916152,0.0006024958,0.2227799,0.0003431337,0.0001808653,0.0002694746,0.01332885,0.1589675,0.302622,0.0123601,0.2817584,0.001871109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329128,0.000006174572,0.0002910416,0.002260901,0.0002011795,0.00007151343,0.00001285328,0.00004314934,0.06420042],"genre_scores_gemma":[0.9944264,0.00002521094,0.000701173,0.0003193288,0.0002301161,0.00002071791,0.000008992697,0.00001070792,0.004257394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049874,"threshold_uncertainty_score":0.9992374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315295220849226,"score_gpt":0.2276452673537033,"score_spread":0.214492315145211,"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."}}