{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002909276,0.00056738,0.0002556303,0.00174382,0.002272181,0.0009752896,0.0005869748,0.0003126388,0.0009421536],"category_scores_gemma":[0.0002595942,0.000249955,0.0003148375,0.002432142,0.0003231326,0.0002835163,0.0004939862,0.0003065302,0.0001919012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008864314,"about_ca_system_score_gemma":0.008938559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882045,"about_ca_topic_score_gemma":0.9943247,"domain_scores_codex":[0.9996378,0.000007086717,0.00001059317,0.00007950881,0.0002012587,0.00006367217],"domain_scores_gemma":[0.9995974,0.00001128122,0.00002667254,0.000006828994,0.0003222529,0.0000355805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003148431,0.0000794657,0.8733214,0.0003407527,0.0003074967,0.0005547118,0.001755186,0.00319032,0.06697347,0.0004253996,0.006759244,0.04597784],"study_design_scores_gemma":[0.000008011994,0.00001395562,0.9872549,0.00002202745,0.00005141645,0.00005260655,0.0006546176,0.001991343,0.003703745,0.00002599417,0.006196421,0.00002503222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791088,0.001433668,0.0007214205,0.0001873986,0.00002181356,0.00005735761,0.00905293,0.0001484635,0.009268048],"genre_scores_gemma":[0.9857304,0.001530002,0.002591773,0.0001563805,0.00001455531,0.00004218186,0.005873938,0.00004023282,0.004020483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179552,"threshold_uncertainty_score":0.06431538,"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."}}