{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194786,0.0004990229,0.0004028896,0.0002945713,0.0002096229,0.000266195,0.0002413289,0.0002568453,0.0007346303],"category_scores_gemma":[0.0003288228,0.0001639508,0.0002530982,0.0002279774,0.0003683308,0.000301817,0.0003591276,0.0003473315,0.0001917444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723101,"about_ca_system_score_gemma":0.0002849392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006298054,"about_ca_topic_score_gemma":0.001277349,"domain_scores_codex":[0.9997551,0.00003122405,0.00003730585,0.00005404714,0.00008320952,0.00003911021],"domain_scores_gemma":[0.9997963,0.00004399155,0.00006725295,0.00002380224,0.00004256897,0.00002608554],"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":[0.00006536597,0.00002246687,0.0001706711,0.00007779119,0.000006439378,0.00003030534,0.00002754001,0.0001533193,0.9964869,0.00004241483,0.00001570185,0.002901073],"study_design_scores_gemma":[0.000004824219,0.0001846284,0.0004552651,0.000003124723,0.000006813952,0.00003796312,0.00001363331,0.0003188131,0.9984664,0.00001197218,0.0004933816,0.000003160371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9883602,0.001100653,0.009487025,0.0000506888,0.00005130224,0.0001014684,0.00006659244,0.00004848202,0.000733661],"genre_scores_gemma":[0.9893134,0.0008901366,0.008238037,0.00003126532,0.00001203029,0.00004909914,0.0001063176,0.00001858934,0.001341069],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007346303,"threshold_uncertainty_score":0.002457559,"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."}}