{"id":"W2765604228","doi":"10.1016/s2468-2667(17)30209-8","title":"Oil spill clean-up: a trade-off between human health and ecological restoration?","year":2017,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Population; Crude oil; Fishing; Human health; Environmental health; Environmental science; Environmental protection; Fishery; Medicine; Engineering; Petroleum engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002561477,0.0005789828,0.0006691719,0.0009912263,0.001112184,0.004132259,0.0008623,0.003196409,0.01777431],"category_scores_gemma":[0.005059415,0.0001781658,0.0004140265,0.0009712143,0.00379312,0.004066156,0.00270436,0.002324253,0.002945853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216865,"about_ca_system_score_gemma":0.00255288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904139,"about_ca_topic_score_gemma":0.009783271,"domain_scores_codex":[0.9986044,0.0004415386,0.00009922239,0.0002065449,0.0003332104,0.0003150507],"domain_scores_gemma":[0.9971436,0.0008994906,0.0005874073,0.0001072874,0.0005945326,0.0006676337],"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":[0.0006644885,0.0004738399,0.02239902,0.004171066,0.0003163916,0.001102258,0.001053516,0.0009304812,0.002871175,0.06440482,0.1457691,0.7558439],"study_design_scores_gemma":[0.00009107801,0.001252077,0.04232598,0.009381387,0.0002878375,0.004468655,0.0183419,0.001176976,0.00394517,0.1532305,0.7653194,0.0001790441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02492519,0.3099106,0.004066501,0.6164322,0.004940001,0.00004074119,0.0003322747,0.0001373473,0.03921513],"genre_scores_gemma":[0.5035664,0.3558136,0.004699082,0.09758165,0.01738485,0.00009846889,0.0003683549,0.000141344,0.02034628],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01777431,"threshold_uncertainty_score":0.059461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102543656245191,"score_gpt":0.3344120065898616,"score_spread":0.2318683503446707,"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."}}