{"id":"W1766951042","doi":"10.1139/er-2013-0004","title":"A review of the mechanical and leaching performance of stabilized/solidified contaminated soils","year":2013,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cambridge Trust; Cambridge Commonwealth Trust","keywords":"Fly ash; Cementitious; Portland cement; Lime; Leaching (pedology); Soil water; Hydraulic conductivity; Cement; Environmental science; Compaction; Contamination; Soil stabilization; Compressive strength; Materials science; Metallurgy; Composite material; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008806593,0.0003464931,0.002098608,0.00003898855,0.00003292267,0.000009460909,0.0003767255,0.0001224201,0.0005030782],"category_scores_gemma":[0.00005940224,0.0002058161,0.0003831908,0.0001038169,0.00009890985,0.00007382731,0.000250121,0.0003098809,0.00007205523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008820202,"about_ca_system_score_gemma":0.00001585433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004087579,"about_ca_topic_score_gemma":3.364538e-7,"domain_scores_codex":[0.9976811,0.0004005503,0.001224863,0.0002211211,0.0002457958,0.0002265849],"domain_scores_gemma":[0.9989355,0.00008510981,0.0003514394,0.0005633192,0.000001846242,0.00006278357],"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":[7.857256e-7,0.000008923472,0.000001228155,0.2035934,0.00004276498,1.571323e-7,0.00001181848,8.898544e-8,0.001167072,0.000002446685,0.000268038,0.7949033],"study_design_scores_gemma":[0.00008259217,0.00004053056,0.000003525696,0.1193201,0.0002872934,0.000007700998,0.000002643444,0.00005020079,0.0005319199,7.355191e-7,0.8795047,0.000168117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002692826,0.9945249,0.000003093337,0.00000320199,0.00009826948,0.002442752,0.00002845233,0.00001084843,0.000195636],"genre_scores_gemma":[0.0003889952,0.9990706,0.00004000487,0.00002143452,0.00002152848,0.0002872604,0.00003515018,0.00004346812,0.00009151543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8792366,"threshold_uncertainty_score":0.8392938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160707377653104,"score_gpt":0.2849756805331181,"score_spread":0.2433686067565871,"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."}}