{"id":"W3093790509","doi":"10.13025/15584","title":"Report No: 343: Elucidating levels and pathways of human exposure in Ireland to brominated flame retardants and perfluoroalkyl substances","year":2020,"lang":"en","type":"article","venue":"ARAN (University of Galway Research Repository) (Ollscoil na Gaillimhe – University of Galway)","topic":"Engine and Fuel Emissions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Food Safety Authority of Ireland","keywords":"Statutory law; Agency (philosophy); Government (linguistics); Environmental protection; Environmental planning; Political science; Environmental health; Business; Medicine; Environmental science; Sociology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000772292,0.0002508766,0.000176325,0.0007998766,0.0007082519,0.0004815209,0.0005279618,0.0004374935,0.00191999],"category_scores_gemma":[0.001022539,0.0003887693,0.000365237,0.0007649318,0.0002461437,0.0002580696,0.0007798456,0.0002865632,0.001161441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412055,"about_ca_system_score_gemma":0.001829218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1181615,"about_ca_topic_score_gemma":0.09225875,"domain_scores_codex":[0.9993873,0.0001412729,0.00003773577,0.0001298598,0.0001968596,0.0001069837],"domain_scores_gemma":[0.9994809,0.00007169843,0.0001059622,0.00004190196,0.0002423429,0.00005723749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008991438,0.0004413391,0.891157,0.0003603645,0.00008665424,0.0008092553,0.005778073,0.0003115907,0.02469765,0.0002824533,0.01061448,0.06456204],"study_design_scores_gemma":[0.00004009502,0.001042794,0.9694862,0.00005485348,0.00005224446,0.0007926233,0.003205582,0.0003066653,0.00545705,0.0001071305,0.01943002,0.0000247403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974912,0.0006243146,0.001872423,0.0005085418,0.00002088845,0.0003531637,0.009680237,0.00006171097,0.0119667],"genre_scores_gemma":[0.9700071,0.001268236,0.003672463,0.0005634101,0.00002606782,0.0004156042,0.008693622,0.00003419839,0.0153193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181615,"threshold_uncertainty_score":0.2349474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704302427732262,"score_gpt":0.2312162131381924,"score_spread":0.1941731888608698,"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."}}