{"id":"W2984961917","doi":"10.1016/j.marpolbul.2019.110691","title":"Fate of diluted bitumen spilled in the coastal waters of British Columbia, Canada","year":2019,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; National Research Council Canada; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Government of Canada","keywords":"Oceanography; Sink (geography); Estuary; Shore; Environmental science; Hydrology (agriculture); Context (archaeology); Geology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002142045,0.00004764267,0.0001094082,0.00001510037,0.00002664076,0.00001277661,0.0001169893,0.00002845594,0.006680622],"category_scores_gemma":[0.00001878341,0.00005619504,0.00002940601,0.0001761676,0.000072893,0.00002443949,0.00009518347,0.00006642495,0.00006150785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007003603,"about_ca_system_score_gemma":0.00002035601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978641,"about_ca_topic_score_gemma":0.9793974,"domain_scores_codex":[0.9991913,0.00006676377,0.0002255373,0.0001297306,0.0002533823,0.0001333035],"domain_scores_gemma":[0.9997275,0.00001499441,0.00009518118,0.0001275028,0.000008659278,0.00002612751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004422935,0.0001419432,0.9262878,0.00004108819,0.00001355432,0.00001099434,0.0001920559,0.0009887866,0.01589406,0.00002005184,0.03624718,0.0201183],"study_design_scores_gemma":[0.0006065249,0.00005313474,0.9474369,0.0000122787,0.000003814221,0.000009358289,0.0001995877,0.0001048913,0.000845216,0.00002892362,0.05062686,0.00007249988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987231,0.000002105533,0.000007091973,0.000921512,0.000107235,0.0002059073,0.00003701176,0.000007020424,0.01148109],"genre_scores_gemma":[0.993346,0.000005741957,0.00006159987,0.0002829282,0.000006297073,0.000007676649,0.00001651457,0.000005032879,0.00626816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02114914,"threshold_uncertainty_score":0.9942274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002202395122100668,"score_gpt":0.1496641609283603,"score_spread":0.1474617658062596,"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."}}