{"id":"W4406796925","doi":"10.1039/d4va00240g","title":"Local sources <i>versus</i> long-range transport of organic contaminants in the Arctic: future developments related to climate change","year":2025,"lang":"en","type":"article","venue":"Environmental Science Advances","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inuit Circumpolar Council; University of Guelph; Environment and Climate Change Canada","funders":"Northern Contaminants Program; Miljøstyrelsen; Crown-Indigenous Relations and Northern Affairs Canada; Narodowe Centrum Nauki","keywords":"Climate change; Environmental science; Arctic; Range (aeronautics); The arctic; Contamination; Climatology; Environmental protection; Oceanography; Engineering; Geology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008911632,0.0001377767,0.0001854027,0.0001173525,0.0009224169,0.0000158658,0.0006618056,0.00005233505,0.00006384234],"category_scores_gemma":[0.00003526872,0.00009629968,0.00003963686,0.001063907,0.002321983,0.0005154627,0.0001112735,0.0001210622,0.00002855314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428592,"about_ca_system_score_gemma":0.00007222567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004867219,"about_ca_topic_score_gemma":0.008362364,"domain_scores_codex":[0.9981456,0.00008115555,0.0002642172,0.0003319794,0.0006353384,0.0005416786],"domain_scores_gemma":[0.9995794,0.000093266,0.00008882909,0.0001501001,0.000007706722,0.00008070964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006494155,0.0001164663,0.8964053,0.00001960749,0.00001056453,0.00001060865,0.07782716,0.000006931044,0.0001324232,0.002317011,0.00001560538,0.02307342],"study_design_scores_gemma":[0.000391639,0.00005776624,0.9100387,0.00007084235,0.00001371705,7.679279e-7,0.07197329,8.45278e-7,0.0002756569,0.0002276244,0.01681454,0.0001346455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810561,0.001581751,0.00005544682,0.006192299,0.0005294175,0.0005756278,0.00001174213,0.00001788392,0.009979753],"genre_scores_gemma":[0.996154,0.002755018,0.0001260463,0.0006806364,0.00003898863,0.00004231751,0.000001414583,0.000004633993,0.0001969761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293878,"threshold_uncertainty_score":0.8555444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090042381674511,"score_gpt":0.2821661703521738,"score_spread":0.2712657465354287,"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."}}