{"id":"W2087397705","doi":"10.1021/es9002718","title":"Perfluoroalkyl Contaminants in Window Film: Indoor/Outdoor, Urban/Rural, and Winter/Summer Contamination and Assessment of Carpet as a Possible Source","year":2009,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Toronto; Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Environmental science; Contamination; Window (computing); Living room; Environmental chemistry; Chemistry; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005867259,0.0002487675,0.000327088,0.0004323091,0.0002634949,0.00004863552,0.0005644239,0.0001826835,0.00051502],"category_scores_gemma":[0.00004227505,0.0002304526,0.00003217662,0.0008362563,0.003619822,0.000649565,0.0005053168,0.0003881225,0.00003787914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005291003,"about_ca_system_score_gemma":0.00003927563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003120152,"about_ca_topic_score_gemma":0.0001225462,"domain_scores_codex":[0.9975258,0.00006085377,0.0003593451,0.0006646948,0.0006978933,0.0006913883],"domain_scores_gemma":[0.9992731,0.00004126644,0.0001412188,0.0003576176,0.000005047139,0.0001817667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001508627,0.0001191164,0.572683,0.000002447245,0.00000227419,0.00001066572,0.0004888931,0.00001392925,0.2416003,0.00009025684,0.00002377469,0.1849503],"study_design_scores_gemma":[0.0009039146,0.00078433,0.9380906,0.00003767652,0.000007598827,0.00007258348,0.001984487,0.00119315,0.05413098,0.0002871196,0.002250568,0.0002570288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919259,0.002183545,0.00006721764,0.0005885488,0.00003941997,0.0004366396,0.00001167785,0.00003321478,0.004713843],"genre_scores_gemma":[0.9980053,0.0007853959,0.0004186401,0.000143592,0.000008317073,0.00002717915,0.000004626646,0.00001074777,0.0005962563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3654076,"threshold_uncertainty_score":0.9990917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007228011759662695,"score_gpt":0.2712590560275908,"score_spread":0.2640310442679281,"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."}}