{"id":"W4399006731","doi":"10.1016/j.envint.2024.108777","title":"Environmental contaminants in Arctic human populations: Trends over 30 years","year":2024,"lang":"en","type":"article","venue":"Environment International","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jenny ja Antti Wihurin Rahasto; European Commission","keywords":"Biomonitoring; Biota; Human health; Arctic; The arctic; Environmental science; Pollutant; Environmental protection; Contamination; Environmental health; Environmental monitoring; Persistent organic pollutant; Environmental planning; Geography; Ecology; Environmental engineering; Oceanography; Biology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000184192,0.0001901819,0.0001234077,0.0001684888,0.00005133659,0.00006467045,0.0003193034,0.00007831945,0.1442536],"category_scores_gemma":[0.00001003917,0.0001996109,0.00007794882,0.0001063812,0.0001570778,0.0004033045,0.0002219201,0.0002130474,0.004963845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164688,"about_ca_system_score_gemma":0.000004641904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000141184,"about_ca_topic_score_gemma":0.00005265407,"domain_scores_codex":[0.9982364,0.00004150719,0.0003267925,0.0004688023,0.000620098,0.0003063831],"domain_scores_gemma":[0.999584,0.00002452397,0.00005173668,0.0002393309,9.982072e-8,0.0001003181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002113194,0.0007060556,0.6078802,0.000004604917,0.0001045307,0.0005046681,0.001421553,0.001298773,0.05498986,0.0007623759,0.003761715,0.3285445],"study_design_scores_gemma":[0.0003682449,0.00003856651,0.9611907,0.00002366971,0.00001100124,0.000024169,0.00002762083,0.002614945,0.0001700589,0.0007457144,0.0345728,0.0002125097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934341,0.0001071421,0.0001689294,0.0003042662,0.0009757954,0.0001142853,0.0002145978,0.00005775007,0.00462319],"genre_scores_gemma":[0.9941176,0.00002950525,0.0004397636,0.0001448456,0.0001434653,0.00001482987,0.0000400316,0.00003646448,0.005033555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3533105,"threshold_uncertainty_score":0.9958109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497421414213097,"score_gpt":0.2713671127212482,"score_spread":0.2563928985791172,"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."}}