{"id":"W2167710309","doi":"10.1039/b009876k","title":"Approaches to soil remediation by complexometric extraction of metal contaminants with regeneration of reagents","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Monitoring","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ethylenediaminetetraacetic acid; Chemistry; Reagent; Chelation; Nuclear chemistry; Magnesium; Aqueous solution; Chelating resin; Metal; Nitrilotriacetic acid; Citric acid; Zinc; Inorganic chemistry; Manganese; Environmental remediation; Metal ions in aqueous solution; Contamination; Organic chemistry","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":[0.0008467219,0.001224328,0.0009668999,0.0008868453,0.0003018219,0.0006791755,0.00161303,0.0008341371,0.001381061],"category_scores_gemma":[0.0006901458,0.0005422527,0.0005625836,0.0008159943,0.0005111129,0.0006432107,0.0009117559,0.001140593,0.001392867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593857,"about_ca_system_score_gemma":0.0005661041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035099,"about_ca_topic_score_gemma":0.001652491,"domain_scores_codex":[0.999038,0.0001696134,0.00009413875,0.0003124404,0.0002511277,0.0001347253],"domain_scores_gemma":[0.9996358,0.00007805242,0.00008057785,0.00008727986,0.00009510613,0.00002319695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000375301,0.00004773354,0.0001178904,0.0001501772,0.00001119745,0.00002389867,0.00002574729,0.0001863037,0.9918656,0.0001506097,0.00005547092,0.007327838],"study_design_scores_gemma":[0.00001106162,0.0001483704,0.0003609291,0.000006541573,0.00001432441,0.0001026988,0.00001791924,0.000831951,0.993705,0.0001009068,0.004689014,0.00001126917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4851099,0.006684957,0.4962673,0.0005666342,0.0001697571,0.001809805,0.0007734571,0.002993884,0.005624303],"genre_scores_gemma":[0.6641117,0.00528178,0.3121133,0.0005621624,0.00006457449,0.001307223,0.001288702,0.0003270845,0.01494344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00161303,"threshold_uncertainty_score":0.004620135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07049306513058369,"score_gpt":0.2530477916275327,"score_spread":0.182554726496949,"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."}}