{"id":"W2028715253","doi":"10.1061/(asce)ee.1943-7870.0000887","title":"Pilot-Scale Decontamination of Small-Arms Shooting Range Soil Polluted with Copper, Lead, Antimony, and Zinc by Acid and Saline Leaching","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Engineering","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Région Normandie","keywords":"Leaching (pedology); Chemistry; Zinc; Antimony; Human decontamination; Copper; Nuclear chemistry; Metal; Coprecipitation; Reagent; Environmental chemistry; Soil water; Inorganic chemistry; Waste management; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007675649,0.0002449258,0.0003686199,0.00007513505,0.00007166183,0.00002181688,0.0001510933,0.0000579547,0.00007361195],"category_scores_gemma":[0.00004113492,0.0002133234,0.00004840204,0.00006489144,0.0002025504,0.0003593408,0.000151525,0.0002896024,0.000004737845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911163,"about_ca_system_score_gemma":0.000002715754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000300832,"about_ca_topic_score_gemma":0.00001841284,"domain_scores_codex":[0.9984979,0.00006280001,0.0005168392,0.0002417545,0.0004026971,0.0002780278],"domain_scores_gemma":[0.9992514,0.00009583167,0.0003150845,0.000153213,0.000001826044,0.0001826669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005395089,0.0001482101,0.07573227,0.00003280769,0.00003849694,0.00000638933,0.000365131,0.01814211,0.8908817,0.000002145021,0.00002423975,0.0145726],"study_design_scores_gemma":[0.004161855,0.002077675,0.735459,0.000293436,0.0001913734,0.000517174,0.0004963275,0.05960366,0.1952102,0.00001202244,0.001238351,0.0007389886],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782784,0.0005729456,0.02072146,0.00009645744,0.00007495682,0.0001250347,0.00001022364,0.0000110677,0.0001094871],"genre_scores_gemma":[0.9837841,0.000275541,0.01575152,0.00004827077,0.00004970387,0.000002583023,0.000002964548,0.00004249729,0.00004281298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956714,"threshold_uncertainty_score":0.8699074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004680496617099775,"score_gpt":0.1750638427378697,"score_spread":0.1703833461207699,"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."}}