{"id":"W4409897830","doi":"10.1039/d4va00418c","title":"Do Arctic local sources of pollution influence the exposure of ringed seals (<i>Pusa hispida</i>) analyzed in contaminant monitoring programs?","year":2025,"lang":"en","type":"article","venue":"Environmental Science Advances","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"International Council for the Exploration of the Sea","keywords":"Pusa; Environmental science; Pollution; Arctic; The arctic; Environmental chemistry; Oceanography; Chemistry; Biology; Ecology; Agronomy; Geology; Cultivar","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001028032,0.0002064125,0.0002832967,0.0001237855,0.0002232817,0.00002977218,0.0009159163,0.00005355493,0.0001118463],"category_scores_gemma":[0.0001332829,0.0001478488,0.00006297263,0.001277224,0.004179027,0.0009894446,0.0004051363,0.0001774284,0.00001460063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007608517,"about_ca_system_score_gemma":0.00004537004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002124141,"about_ca_topic_score_gemma":0.0001637487,"domain_scores_codex":[0.9974646,0.00009895092,0.0005277202,0.0004954637,0.0008750561,0.000538186],"domain_scores_gemma":[0.9990987,0.0000872574,0.0003116468,0.0004007498,0.000002123155,0.00009958135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002431071,0.0001076562,0.6524423,0.000007792025,0.000004453242,0.000003017213,0.0005482259,0.00405497,0.2526252,0.000007032351,2.322909e-7,0.09017489],"study_design_scores_gemma":[0.000327313,0.0001199519,0.7991658,0.0001139276,0.00001260444,0.000006613239,0.002279666,0.0001201391,0.1975111,0.0001498,0.00007353003,0.0001195121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976818,0.001253029,0.0001932006,0.00009145223,0.0001145813,0.0003917243,0.00001392606,0.00001492357,0.0002453582],"genre_scores_gemma":[0.9991989,0.0001912709,0.0004889069,0.0000318954,0.000009690193,0.00001577102,2.113813e-7,0.000007659517,0.00005567696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467236,"threshold_uncertainty_score":0.998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005122669045552275,"score_gpt":0.2418528926283409,"score_spread":0.2367302235827886,"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."}}