{"id":"W111969479","doi":"10.1007/0-387-28324-2_15","title":"Remediation of Petroleum-Containing Soil and Groundwater at a Former Rail Yard Locomotive Fueling Area","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Pacific Railway (Canada)","funders":"","keywords":"Soil vapor extraction; Air sparging; Environmental science; Environmental remediation; Diesel fuel; Groundwater; Extraction (chemistry); Petroleum; Environmental chemistry; Soil water; Environmental engineering; Underground storage tank; Volatile organic compound; Waste management; Groundwater remediation; Contamination; Chemistry; Soil science; Geology; Geotechnical engineering; Ecology; Engineering; Storage tank","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":[0.00008355434,0.0001319081,0.0001937024,0.0003521187,0.0006694662,0.0003457923,0.0003955312,0.0004710623,0.0006256934],"category_scores_gemma":[0.0001297463,0.00007903962,0.0001363896,0.0004889367,0.0001909617,0.0002538016,0.0002019599,0.000225171,0.0001428166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007346754,"about_ca_system_score_gemma":0.001109496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05292841,"about_ca_topic_score_gemma":0.1645074,"domain_scores_codex":[0.9999338,0.000005808534,0.000002676206,0.00001054582,0.00003785892,0.000009219901],"domain_scores_gemma":[0.9999714,0.000007138307,0.000003524423,0.000001605599,0.00001275742,0.000003540627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000310974,0.0003202685,0.08534145,0.0004894842,0.00003437652,0.00434187,0.004104769,0.01748595,0.4226635,0.001494403,0.003563336,0.4598496],"study_design_scores_gemma":[0.0000870953,0.001714317,0.4375028,0.0001666784,0.0001213259,0.00563142,0.01108832,0.0520855,0.4143747,0.004078432,0.0730583,0.00009111784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9889171,0.0005108017,0.003229683,0.0003284776,0.00001370671,0.0000297661,0.0002338937,0.00009097697,0.006645533],"genre_scores_gemma":[0.9780546,0.0006607703,0.005629804,0.00005576481,0.000005534755,0.00000972134,0.0001572789,0.00001363814,0.01541288],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05292841,"threshold_uncertainty_score":0.1052407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597792271617152,"score_gpt":0.2127875729312646,"score_spread":0.1968096502150931,"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."}}