{"id":"W2026531267","doi":"10.1021/es101053m","title":"Response to Comment on “Global Aquatic Sampling (AQUA-GAPS): Using Passive Samplers to Monitor POPs in the Waters of the World”","year":2010,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Passive sampling; Environmental science; Sampling (signal processing); Environmental chemistry; Oceanography; Chemistry; Engineering; Geology; Statistics; Telecommunications; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002375667,0.001381112,0.0008898006,0.001158836,0.002410908,0.001514815,0.001402659,0.0142411,0.1957824],"category_scores_gemma":[0.01345886,0.0006377265,0.001123462,0.0007927645,0.001028645,0.001965512,0.001614005,0.008853295,0.1210439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309558,"about_ca_system_score_gemma":0.002737208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038116,"about_ca_topic_score_gemma":0.01289801,"domain_scores_codex":[0.9978915,0.0002569587,0.0002206996,0.0002039176,0.001112094,0.0003147963],"domain_scores_gemma":[0.9933609,0.002147455,0.0005460022,0.0002319225,0.003000263,0.0007134362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002533374,0.00001100527,0.00008491865,0.00003047556,0.00000193609,0.00005755541,0.00001642199,0.00000710767,0.0001288778,0.00009761073,0.9978535,0.001685176],"study_design_scores_gemma":[0.00003543463,0.00005944346,0.001283625,0.00009254998,0.0000102047,0.00009087552,0.0001946687,0.0000607484,0.0005845617,0.0002765922,0.997282,0.00002934101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001429003,0.000986409,0.0008868698,0.7526438,0.1813826,0.0004101692,0.005067029,0.001547222,0.05564684],"genre_scores_gemma":[0.005769587,0.001227316,0.0008684836,0.642469,0.04037591,0.0004099988,0.002226928,0.0006090258,0.3060437],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1957824,"threshold_uncertainty_score":0.6549574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072928440626762,"score_gpt":0.2693536734147364,"score_spread":0.2586243890084688,"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."}}