{"id":"W4283073357","doi":"10.1016/j.jhazmat.2022.129404","title":"Applying finite-time lyapunov exponent to study the tidal dispersion on oil spill trajectory in Burrard Inlet","year":2022,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography; Dalhousie University","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Inlet; Drifter; Lyapunov exponent; Dispersion (optics); Oceanography; Geology; Mathematics; Physics; Lagrangian; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001787825,0.0002450861,0.0002215993,0.0005292834,0.0004192077,0.0004569665,0.0003335979,0.0003474743,0.0006062938],"category_scores_gemma":[0.0007422019,0.0001296391,0.0003704556,0.0002490829,0.0002542323,0.0003876597,0.0003710901,0.0003672141,0.00004986424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654391,"about_ca_system_score_gemma":0.0003909695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626031,"about_ca_topic_score_gemma":0.01013996,"domain_scores_codex":[0.9999601,0.000007211042,0.000002362889,0.000008613631,0.000009466973,0.00001233766],"domain_scores_gemma":[0.9997759,0.00008357686,0.00003755375,0.000009788701,0.0000608782,0.0000322721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001340047,0.0001008866,0.06046967,0.00007273353,0.00009788113,0.001031602,0.0002860051,0.9083244,0.01489067,0.004058445,0.0004020999,0.01013159],"study_design_scores_gemma":[0.000001645067,0.00002157963,0.004685856,0.00000224985,0.000005549877,0.0000200072,0.00008151559,0.9943962,0.0003912114,0.0003181906,0.00006962955,0.000006419798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853346,0.0000909482,0.0134249,0.00006743304,0.00001948637,0.000005722407,0.00003176117,0.00003008564,0.0009950468],"genre_scores_gemma":[0.9991559,0.00002284536,0.0004474784,0.000002348382,0.000002409011,0.000001476156,0.00001984255,0.000002732864,0.0003450664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9837397,"threshold_uncertainty_score":0.03233129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298067314060193,"score_gpt":0.2305268004195291,"score_spread":0.2175461272789271,"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."}}