{"id":"W2021271404","doi":"10.1016/s1571-9960(05)80037-0","title":"Chapter 34 Electro-osmotic stabilization","year":2005,"lang":"en","type":"book-chapter","venue":"Elsevier geoengineering book series","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Documentation; Field (mathematics); Engineering; Selection (genetic algorithm); Computer science","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":[0.00007224325,0.001005161,0.0005504188,0.001394584,0.0005017115,0.001152468,0.0006943475,0.0006616186,0.1047806],"category_scores_gemma":[0.0001412045,0.0003944931,0.0004647764,0.001470372,0.0002336392,0.001523357,0.0006274888,0.001069908,0.0495507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005349682,"about_ca_system_score_gemma":0.0006498499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182643,"about_ca_topic_score_gemma":0.003192266,"domain_scores_codex":[0.9998981,0.000003352957,0.00000339494,0.00001810932,0.00006855767,0.000008575165],"domain_scores_gemma":[0.9999655,0.000005498823,0.000002562378,0.000003941433,0.00001822139,0.000004251411],"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":[0.00003097831,0.0001589121,0.00005583855,0.0009865268,0.00001177989,0.0001359241,0.0001440376,0.001014317,0.02437391,0.02435985,0.3487018,0.6000261],"study_design_scores_gemma":[0.000003309632,0.00001887588,0.0001506316,0.0001310538,0.000007287696,0.0001378528,0.00002327734,0.0002349767,0.004970387,0.004079318,0.9902365,0.000006541826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002473706,0.0577319,0.01924638,0.001357487,0.004615095,0.0001576553,0.0009114016,0.0009625911,0.9125438],"genre_scores_gemma":[0.003138486,0.01665456,0.002610545,0.0003631229,0.000243137,0.00004714027,0.000485951,0.0001710483,0.9762861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1047806,"threshold_uncertainty_score":0.3505261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00517778162099569,"score_gpt":0.1791697694786392,"score_spread":0.1739919878576435,"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."}}