{"id":"W1550033401","doi":"10.2174/1876325101004010014","title":"Modeling the Shape of the Dependency of Airborne Benzene Concentration in the Air on Distance to Primary Oil and Gas Facilities","year":2010,"lang":"en","type":"article","venue":"Open Environmental Sciences","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fondation pour la Recherche Médicale","keywords":"Benzene; Air quality index; Environmental science; Air pollution; Gasoline; Pollution; Work (physics); Meteorology; Geography; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415593,0.0007457002,0.0005689632,0.001066254,0.0003828344,0.001114004,0.001429558,0.00140066,0.00248069],"category_scores_gemma":[0.01032438,0.000948497,0.001552717,0.001327493,0.0008649498,0.0007310605,0.0009306392,0.001441393,0.0003595493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215527,"about_ca_system_score_gemma":0.001826545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1878641,"about_ca_topic_score_gemma":0.1619494,"domain_scores_codex":[0.9991379,0.0003940087,0.00002906836,0.0002006962,0.00005641818,0.0001818121],"domain_scores_gemma":[0.9935104,0.004720193,0.0008308118,0.0003592838,0.0003697925,0.000209473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002993683,0.000159807,0.2022184,0.00004819401,0.0002468556,0.000294496,0.0002256389,0.783241,0.001559249,0.002748942,0.0003766313,0.008581398],"study_design_scores_gemma":[0.00002209838,0.00007361774,0.0495855,0.000007893478,0.00005354257,0.00004626411,0.00009690297,0.9481535,0.0002686002,0.001415738,0.000256766,0.00001957595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823516,0.00009766001,0.0159344,0.0002756712,0.000008755117,0.00002677375,0.0005272296,0.00008599229,0.0006918175],"genre_scores_gemma":[0.9955519,0.00008048664,0.002373148,0.00001787607,0.000007454371,0.0000186573,0.0004147671,0.00001949384,0.001516272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878641,"threshold_uncertainty_score":0.3735413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321204937984198,"score_gpt":0.2788320021682951,"score_spread":0.2456199527884531,"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."}}