{"id":"W1930006547","doi":"10.1002/ieam.1511","title":"Passive sampling methods for contaminated sediments: Risk assessment and management","year":2013,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"National Institute of Environmental Health Sciences; Strategic Environmental Research and Development Program; Society of Environmental Toxicology and Chemistry; U.S. Department of Defense","keywords":"Environmental science; Sediment; Contamination; Sampling (signal processing); Bioaccumulation; Risk analysis (engineering); Computer science; Environmental chemistry; Ecology; Geology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01109767,0.0009064185,0.0008985989,0.002094281,0.0005033239,0.002250026,0.001911357,0.001418903,0.001073239],"category_scores_gemma":[0.0153039,0.0005570594,0.0007190449,0.001406723,0.001113352,0.001610012,0.001760678,0.0009925918,0.0004769417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144059,"about_ca_system_score_gemma":0.001419601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204918,"about_ca_topic_score_gemma":0.003167004,"domain_scores_codex":[0.9908072,0.003885136,0.0005211076,0.0007094017,0.003966162,0.0001110355],"domain_scores_gemma":[0.9896723,0.004814488,0.002149142,0.0009002035,0.002305484,0.0001583449],"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":[0.0005965591,0.0003246642,0.04199007,0.002870295,0.0003692939,0.0003866352,0.00070243,0.03681325,0.1128596,0.02218422,0.005439061,0.7754639],"study_design_scores_gemma":[0.0002923739,0.005661331,0.04231134,0.002721538,0.0008556465,0.002869326,0.001271906,0.4255738,0.299548,0.0858709,0.132467,0.0005567644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04407892,0.008435805,0.9397584,0.001898957,0.0002464343,0.0006808632,0.0003114954,0.0005304659,0.004058613],"genre_scores_gemma":[0.3538312,0.01247791,0.6265042,0.0007631967,0.0003468608,0.00115715,0.0004121549,0.0001162148,0.004391086],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01109767,"threshold_uncertainty_score":0.05869079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0769984988544853,"score_gpt":0.3860588303126832,"score_spread":0.3090603314581979,"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."}}