{"id":"W3176354554","doi":"10.1021/acs.est.1c01705","title":"Tracking POPs in Global Air from the First 10 Years of the GAPS Network (2005 to 2014)","year":2021,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Institute of Environmental Health Sciences; Government of Canada; United Nations","keywords":"Environmental science; Heptachlor; Endosulfan; Chlordane; Persistent organic pollutant; Organochlorine pesticide; Environmental chemistry; Sampling (signal processing); Polychlorinated biphenyl; Dieldrin; Environmental protection; Pollutant; Pesticide; Chemistry; Ecology; Engineering; Biology","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":[0.0006952606,0.0003457408,0.0001855333,0.0009541624,0.0002966102,0.0004677516,0.0004139324,0.0004194633,0.0007555712],"category_scores_gemma":[0.0007386429,0.0001701689,0.0004388171,0.001135109,0.0001216539,0.0005685182,0.001027857,0.0002778134,0.0003431225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283197,"about_ca_system_score_gemma":0.0007294894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03620308,"about_ca_topic_score_gemma":0.05807372,"domain_scores_codex":[0.9996949,0.00004310102,0.00001949096,0.0001158122,0.00007611095,0.00005048915],"domain_scores_gemma":[0.9994338,0.00004369414,0.0001326595,0.00005780076,0.0002804069,0.00005157691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002818809,0.000102772,0.9500841,0.0002890922,0.000228897,0.0001296522,0.0005542689,0.00427687,0.003359518,0.0005838783,0.01100487,0.02910414],"study_design_scores_gemma":[0.00001371702,0.00009861374,0.9746878,0.00005835894,0.00009907015,0.00006928774,0.0004155085,0.004309467,0.00262857,0.0001742279,0.01742626,0.00001926756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965039,0.0005187034,0.002711949,0.0001911892,0.00006540446,0.00009413323,0.09446436,0.0001992835,0.005251116],"genre_scores_gemma":[0.8853553,0.0004484665,0.008916185,0.000159817,0.00006253131,0.0003194041,0.1024761,0.00005992246,0.002202407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03620308,"threshold_uncertainty_score":0.07198471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004095144335031256,"score_gpt":0.2060239736870852,"score_spread":0.2019288293520539,"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."}}