{"id":"W4309538875","doi":"10.30955/gnc2019.00871","title":"Flame Retardants (polybrominated diphenyl ethers, PBDEs) and Organophoshates, OPFRs) In Dust from Canadian Fire Stations","year":2022,"lang":"en","type":"article","venue":"Global NEST International Conference on Environmental Science & Technology","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polybrominated diphenyl ethers; Fire retardant; Environmental chemistry; Environmental science; Bioaccumulation; Brominated flame retardant; Chemistry; Pollutant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002907601,0.0002609323,0.0001948651,0.0002982548,0.000534892,0.00008458395,0.001472397,0.0001187024,0.01725474],"category_scores_gemma":[0.0001020618,0.0002807003,0.00002568571,0.001260232,0.001844524,0.0004287595,0.0009828584,0.0004307374,0.0003945013],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005211302,"about_ca_system_score_gemma":0.0002116389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03560573,"about_ca_topic_score_gemma":0.02591152,"domain_scores_codex":[0.997199,0.00005936939,0.0003116125,0.0008718777,0.0008631826,0.0006949859],"domain_scores_gemma":[0.9991332,0.00002392765,0.0001349662,0.0003883446,0.000002772415,0.0003168349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108317,0.0005320631,0.6551382,0.000001092626,0.00003957263,0.0004241959,0.000857282,0.00104035,0.1499741,0.005063219,0.0003357322,0.1864833],"study_design_scores_gemma":[0.000865347,0.0002763318,0.9686687,0.00001804578,0.00001089338,0.0001450471,0.003308166,0.009046176,0.00267737,0.008143614,0.006291262,0.0005490633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855029,0.00004470346,0.000009158724,0.005189004,0.0003361882,0.0002616236,0.00221794,0.00006816913,0.006370327],"genre_scores_gemma":[0.9988128,0.00006387969,0.0002453969,0.0006020525,0.00001045246,0.00002867991,0.00003869973,0.00001437186,0.0001836812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3135305,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009041120082301306,"score_gpt":0.2331733872163197,"score_spread":0.2241322671340184,"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."}}