{"id":"W2111678628","doi":"10.1061/41103(376)10","title":"Treatment of Collapsible Soils by Salts Using the Double Consolidation Method","year":2010,"lang":"en","type":"article","venue":"","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Silt; Soil water; Consolidation (business); Arid; Geotechnical engineering; Expansive clay; Ammonium; Compaction; Wetting; Environmental science; Materials science; Soil science; Geology; Chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001005791,0.00008152309,0.0001080362,0.00004335464,0.00002738758,0.00001450488,0.00006725665,0.00006105016,0.00009509655],"category_scores_gemma":[0.0000109262,0.00005644547,0.0000280609,0.0001410129,0.00002156479,0.0000442824,0.00000511161,0.00005018608,0.00000312574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004426003,"about_ca_system_score_gemma":0.00002353398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737148,"about_ca_topic_score_gemma":0.00003975843,"domain_scores_codex":[0.9995344,0.00001403349,0.0001586835,0.00007285824,0.0001018076,0.0001182231],"domain_scores_gemma":[0.9995897,0.0001061758,0.00003408845,0.0001975858,0.00004678964,0.0000256033],"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":[0.000004446587,0.00002112341,0.0001789604,0.000006248411,0.00002306744,1.076348e-7,0.0001153386,0.0005345601,0.988641,0.001435211,0.001728415,0.007311486],"study_design_scores_gemma":[0.0003084581,0.0000458726,0.00004510515,0.00000146186,0.00001520683,0.000004152319,0.00001605099,0.04700984,0.9480506,0.0002313642,0.004214898,0.00005704694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7874456,0.0001800072,0.19108,0.0001995348,0.0003193511,0.0006015792,0.000008958013,0.0005754347,0.01958948],"genre_scores_gemma":[0.9449735,0.00007679826,0.0545491,0.00001296394,0.00004222138,0.00003672478,0.000009160117,0.00001851471,0.0002809789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575279,"threshold_uncertainty_score":0.230178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652869778633063,"score_gpt":0.2986788889920119,"score_spread":0.2821501912056813,"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."}}