{"id":"W4415749484","doi":"10.1021/acsestair.5c00255","title":"Atmospheric Characterization of Legacy and Emerging Flame Retardants in the Canadian Arctic and Great Lakes Basin","year":2025,"lang":"en","type":"article","venue":"ACS ES&T Air","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":"Northern Contaminants Program; Environment and Climate Change Canada","keywords":"Polybrominated diphenyl ethers; Arctic; The arctic; Organophosphate; Freezing point; Fire retardant","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":[],"consensus_categories":[],"category_scores_codex":[0.00017951,0.000079527,0.00009911709,0.00001602754,0.00008555433,0.00002896219,0.0001168892,0.00003828578,0.0001251513],"category_scores_gemma":[0.0000792112,0.00006208185,0.000008841713,0.0003221091,0.0001213287,0.0002518967,0.00004562721,0.00007545299,0.000006615195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356224,"about_ca_system_score_gemma":0.00003901163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02538941,"about_ca_topic_score_gemma":0.1587579,"domain_scores_codex":[0.9993926,0.00005095227,0.0001220277,0.0001466061,0.0001058686,0.0001819214],"domain_scores_gemma":[0.9997236,0.00002820797,0.00003852995,0.0001555157,0.000001164349,0.0000529621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001318955,0.0000205613,0.7460879,0.00001967521,0.00001572914,0.00001919259,0.003762565,0.000008811487,0.07227587,0.0001051888,0.00009203354,0.1775792],"study_design_scores_gemma":[0.0001464767,0.00001477823,0.9964836,0.00002767694,0.000009112419,0.000007907167,0.0001221442,0.0002344552,0.001446679,0.0001237015,0.00132343,0.00005998737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961732,0.00004154325,0.000009668444,0.00241378,0.00004620635,0.0001250964,0.00001164812,0.000006852272,0.001172026],"genre_scores_gemma":[0.9989268,0.00004147039,0.0000576554,0.0006792429,0.000007563643,0.000001705311,0.000001165633,0.000005676642,0.0002786836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2503957,"threshold_uncertainty_score":0.9811006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005587604851986561,"score_gpt":0.2095155298422648,"score_spread":0.2039279249902782,"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."}}