{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002923872,0.0002410875,0.0001505706,0.001449894,0.0009239031,0.0005141115,0.0003086907,0.0002792202,0.0008453429],"category_scores_gemma":[0.0004524327,0.0002093375,0.0001883526,0.001399663,0.000427726,0.0002583816,0.0003733238,0.0001694534,0.0001830455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070668,"about_ca_system_score_gemma":0.0008072404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2780249,"about_ca_topic_score_gemma":0.588388,"domain_scores_codex":[0.9995365,0.00005147729,0.00004298968,0.0001376001,0.0001610771,0.00007037863],"domain_scores_gemma":[0.9994923,0.00007787318,0.0001610675,0.00002730907,0.000182101,0.00005941933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004970422,0.00004258102,0.9878581,0.00003499681,0.00002886605,0.0001526692,0.001096978,0.00003928213,0.004462655,0.00001850771,0.0002623139,0.005953408],"study_design_scores_gemma":[0.000001193,0.00001764632,0.9980912,0.000009306589,0.000007747374,0.00007689911,0.0009633051,0.00003503989,0.0003850865,0.000005159609,0.0004052797,0.000002206816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981062,0.0002272891,0.0001398804,0.00003098671,0.000003465286,0.00001473464,0.0005647243,0.000005399452,0.0009072674],"genre_scores_gemma":[0.995957,0.0006632095,0.0006990334,0.0001290352,0.00001283922,0.00003499707,0.001314783,0.000004644764,0.001184482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2780249,"threshold_uncertainty_score":0.5528132,"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."}}