{"id":"W4283257457","doi":"10.21203/rs.3.rs-1719083/v1","title":"Quantification and Risk Assessment of PAHs in Street Dust from Functional Areas of Khamis- Mushait, Saudi Arabia","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Acenaphthene; Acenaphthylene; Fluorene; Fluoranthene; Pyrene; Phenanthrene; Environmental chemistry; Chemistry; Naphthalene; Carcinogen; Anthracene; Toxicology; Organic chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002315374,0.0003499228,0.0001296406,0.001096896,0.0003425147,0.0004946763,0.0001602694,0.0002585435,0.0005432302],"category_scores_gemma":[0.0002039173,0.0001064952,0.0002383332,0.0006674646,0.0001259949,0.0001397448,0.000275925,0.0001025428,0.0001626678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888432,"about_ca_system_score_gemma":0.0002485126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758305,"about_ca_topic_score_gemma":0.01959274,"domain_scores_codex":[0.9998067,0.00002577569,0.00001991282,0.00003107019,0.00009243674,0.00002407972],"domain_scores_gemma":[0.9998384,0.00001568262,0.00004946099,0.000005657693,0.00007917031,0.00001171699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439257,0.00007889872,0.9226793,0.0002217567,0.0001446593,0.0005508006,0.000848219,0.001209203,0.0459521,0.0001363897,0.000378579,0.02765607],"study_design_scores_gemma":[0.00000665941,0.0002060166,0.9765368,0.00004576162,0.00009195469,0.0006235471,0.002179817,0.003140792,0.01397207,0.0001021356,0.003081799,0.00001280385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982303,0.0003791397,0.0003925969,0.00002402586,0.000004072046,0.00001100448,0.0004689315,0.000005820778,0.0004842399],"genre_scores_gemma":[0.998221,0.0003122233,0.0005063974,0.00002016585,0.000003924012,0.000006878349,0.0004169774,0.0000013849,0.0005109935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758305,"threshold_uncertainty_score":0.0349614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06006748865849684,"score_gpt":0.3669088023263685,"score_spread":0.3068413136678716,"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."}}