{"id":"W6884456217","doi":"10.1021/es9002718.s001","title":"Perfluoroalkyl Contaminants in Window Film: Indoor/Outdoor, Urban/Rural, and Winter/Summer Contamination and Assessment of Carpet as a Possible Source","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Window (computing); Contamination; Wax; Living room; Sampling (signal processing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536325,0.0003917937,0.0002769109,0.0008370266,0.0008370182,0.0008333252,0.0003344928,0.0002849278,0.001493117],"category_scores_gemma":[0.000260868,0.0002522841,0.0002396619,0.001174938,0.0003633044,0.00027781,0.000293076,0.0002066543,0.0001881492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321471,"about_ca_system_score_gemma":0.0008478214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2600921,"about_ca_topic_score_gemma":0.4668459,"domain_scores_codex":[0.9997111,0.00001850765,0.00001361439,0.00006964911,0.0001248062,0.00006238098],"domain_scores_gemma":[0.9996654,0.00002320042,0.00009401209,0.00001026344,0.0001686843,0.00003851525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007538709,0.00006393423,0.7308584,0.0002219407,0.00007759243,0.0006524035,0.00260731,0.0002560303,0.2542131,0.00004784787,0.000251682,0.00999581],"study_design_scores_gemma":[0.000002839501,0.0001586665,0.9867541,0.00001202066,0.00002855331,0.0001617411,0.001542621,0.0001391039,0.01050503,0.000009557943,0.0006792829,0.000006455833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985618,0.0001491205,0.0001949366,0.000007332579,0.000001632268,0.000016619,0.0002412014,0.000005053478,0.0008222989],"genre_scores_gemma":[0.9966795,0.0002495519,0.0009064204,0.0000156812,0.000002798393,0.00001974537,0.0004032169,0.00000904742,0.001713838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2600921,"threshold_uncertainty_score":0.5171565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315916552090765,"score_gpt":0.2959883802108031,"score_spread":0.2728292146898955,"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."}}