{"id":"W6921918007","doi":"10.1021/acs.est.0c04869.s001","title":"Per-\\nand Polyfluoroalkyl Substances in Dust Collected\\nfrom Residential Homes and Fire Stations in North America","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Road dust; Acid rain; Human health; Air pollutants; Suite","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001007016,0.0001267446,0.0001749799,0.0001024376,0.0001229579,0.000108635,0.0001372572,0.00005009071,0.03790973],"category_scores_gemma":[0.0001530085,0.0001316307,0.00002000252,0.0001245959,0.00005486561,0.000207834,0.00007204138,0.0002093499,0.0001664955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003753227,"about_ca_system_score_gemma":0.00002733393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001860895,"about_ca_topic_score_gemma":0.01409366,"domain_scores_codex":[0.9991997,0.00002616081,0.0001925761,0.0002613142,0.0001094532,0.0002107294],"domain_scores_gemma":[0.9996793,0.00007585816,0.0000812717,0.0001020878,0.00001173832,0.00004970964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007201856,0.00009461792,0.09757323,0.0001887851,0.00003995329,0.0002548241,0.08157013,0.0001093546,0.00008064962,0.0002545088,0.8120646,0.007697301],"study_design_scores_gemma":[0.0006238978,0.0001088713,0.4865535,0.0002697539,0.000008258993,0.000001632491,0.01292458,0.0003896381,0.00003829855,0.00003843452,0.4987412,0.0003019912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245932,0.004869385,2.229213e-7,0.001107933,0.00003248969,0.0002759615,0.06726328,0.0001373953,0.001720087],"genre_scores_gemma":[0.9888859,0.00005611914,0.00003199335,0.0002246431,0.00008429169,0.00008715966,0.0101822,0.00001769294,0.0004299629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3889802,"threshold_uncertainty_score":0.9629697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633561750622374,"score_gpt":0.2114453372784827,"score_spread":0.175109719772259,"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."}}