{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000687671,0.0002539177,0.0006847823,0.0005244385,0.0004061577,0.00002021364,0.0005166777,0.0002233754,0.00004479747],"category_scores_gemma":[0.0001537696,0.0003294107,0.0001196556,0.0009037064,0.0005281644,0.0004236766,0.0003159948,0.0005615824,0.000004655638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041516,"about_ca_system_score_gemma":0.0001142734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234762,"about_ca_topic_score_gemma":0.0003726523,"domain_scores_codex":[0.997758,0.0002036596,0.0003691824,0.0005580988,0.0006404708,0.0004705867],"domain_scores_gemma":[0.9982821,0.0001726708,0.0001769524,0.0004344555,0.0004840562,0.0004498135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005605316,0.0001644622,0.09627671,0.001548465,0.000293985,0.002143522,0.0187085,0.001195414,0.8752708,0.0001153066,0.001319682,0.002402633],"study_design_scores_gemma":[0.009418198,0.004130092,0.7964955,0.00294077,0.0003017905,0.0001591544,0.04745652,0.02343697,0.1109282,0.0000997408,0.002786825,0.001846182],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909828,0.000932683,0.0004043441,0.000159713,0.00004560447,0.0003503752,0.00004481273,0.00007569193,0.00700399],"genre_scores_gemma":[0.9971321,0.0004361888,0.001616509,0.000003762457,0.00002400961,1.580065e-7,0.00001090054,0.00002637516,0.000750061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7643425,"threshold_uncertainty_score":0.9999158,"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."}}