{"id":"W2908674440","doi":"10.1289/isesisee.2018.s01.04.03","title":"Discovering Chemicals of Emerging Arctic Concern: Application of New Analytical Approaches to Human Biomonitoring","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval","funders":"","keywords":"Biomonitoring; Environmental chemistry; Human health; Environmental science; Arctic; Pollutant; Pesticide; Chemistry; Chemical compound; Biology; Environmental health; Ecology; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001946111,0.0001444184,0.0002327896,0.00004557511,0.00004803389,0.00002143569,0.0003734736,0.00006872173,0.0005897291],"category_scores_gemma":[0.0001394978,0.0001387919,0.00004377277,0.0002737946,0.0003035759,0.0002194963,0.0001711357,0.00009277159,0.0001403474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257884,"about_ca_system_score_gemma":0.00004187186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060836,"about_ca_topic_score_gemma":0.0001128521,"domain_scores_codex":[0.9986256,0.00001275162,0.0004198392,0.0003138135,0.0003304154,0.0002975851],"domain_scores_gemma":[0.999115,0.00003868256,0.0002175164,0.0003850563,0.000006441673,0.0002372322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001587512,0.00005947415,0.008337197,0.00001401649,0.0000178568,7.377008e-7,0.00144615,0.000642338,0.947439,0.0001938672,0.00002753142,0.04180598],"study_design_scores_gemma":[0.0001608546,0.00007552942,0.4223433,0.00005492603,0.00001931946,0.000002276836,0.0001988359,0.0003378749,0.5760483,0.0004462455,0.0001655759,0.0001469084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920594,0.000006444508,0.002690673,0.0002022951,0.00005592588,0.0001790629,0.00001077196,0.00002348555,0.004771915],"genre_scores_gemma":[0.998819,0.000001409635,0.0008837177,0.00001696685,0.0001277409,0.000002713646,9.509778e-7,0.0000144228,0.0001330672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4140061,"threshold_uncertainty_score":0.645712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247457718136226,"score_gpt":0.3233312373603973,"score_spread":0.1985854655467747,"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."}}