{"id":"W4413290520","doi":"10.1016/j.rsma.2025.104419","title":"Seafood consumption and PBDE exposure in Newfoundland, Canada: Insights into the sustainability of local fisheries and public health","year":2025,"lang":"en","type":"article","venue":"Regional Studies in Marine Science","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Ocean Frontier Institute","keywords":"Sustainability; Fishery; Consumption (sociology); Public health; Geography; Environmental planning; Biology; Ecology; Sociology; Social science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007710098,0.00008916744,0.0001819331,0.00006534663,0.00036406,0.00001747445,0.0001412715,0.00001480545,0.000006996225],"category_scores_gemma":[0.0003945209,0.0000600743,0.000008148044,0.0006692428,0.004996565,0.0002123161,0.0008779017,0.0000880257,1.496694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100726,"about_ca_system_score_gemma":0.0004133251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3321916,"about_ca_topic_score_gemma":0.9175846,"domain_scores_codex":[0.9989045,0.00008085202,0.0002279941,0.0002496938,0.0003058611,0.0002311283],"domain_scores_gemma":[0.9994729,0.0002328353,0.00006523184,0.0001225506,0.00005093324,0.00005560259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008567709,0.00001808466,0.9720036,0.00005831247,0.000005320059,0.000001104395,0.004561678,0.00002462445,0.00000938569,0.002111413,0.0002986625,0.02089922],"study_design_scores_gemma":[0.0002018652,0.00003723566,0.9755133,0.00001993144,0.000001427725,0.000002027112,0.01495279,0.00006790547,0.000007230169,0.005684132,0.00345801,0.00005416586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814775,0.001513586,0.00003786793,0.01627444,0.00005879171,0.0002154305,4.656173e-7,0.000003304885,0.0004186221],"genre_scores_gemma":[0.9974834,0.001772139,0.00007702173,0.0005583145,0.000003888814,0.00002072175,5.334499e-7,0.000001222876,0.00008277826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.585393,"threshold_uncertainty_score":0.9977112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551074620795165,"score_gpt":0.3046144390829125,"score_spread":0.2691036928749609,"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."}}