{"id":"W2478226049","doi":"10.1016/b978-0-08-100191-2.00014-9","title":"Electro-Osmotic Stabilization","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Electrokinetic phenomena; Documentation; Selection (genetic algorithm); Engineering; Computer science; Nanotechnology; Materials 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":[0.0001467347,0.001157331,0.0005907,0.001078886,0.0004709121,0.001248762,0.0006520449,0.000786882,0.04102298],"category_scores_gemma":[0.0001536988,0.0004669685,0.0004072184,0.001274142,0.0003501425,0.001977913,0.001324452,0.001287237,0.03087454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005385664,"about_ca_system_score_gemma":0.0004212489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007327956,"about_ca_topic_score_gemma":0.001541435,"domain_scores_codex":[0.9998375,0.000006199549,0.000006768022,0.00003992925,0.00009411647,0.00001540151],"domain_scores_gemma":[0.9999677,0.000005912168,0.000004069656,0.000005711219,0.00001311353,0.000003481144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005102576,0.0001034764,0.0001026679,0.001099513,0.00001752003,0.0002272236,0.0001558565,0.0009004449,0.1600192,0.023189,0.05623758,0.7578965],"study_design_scores_gemma":[0.000008802106,0.000043518,0.0004334526,0.0001836744,0.0000161304,0.0005709616,0.00005435436,0.0008617765,0.07435302,0.00589081,0.9175664,0.00001694632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01144444,0.08265094,0.0667821,0.001391369,0.002738663,0.0001415074,0.0008019338,0.001857943,0.8321911],"genre_scores_gemma":[0.02278291,0.03041934,0.0102011,0.0004607467,0.0002125338,0.0000894361,0.0007673882,0.0003397719,0.9347268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04102298,"threshold_uncertainty_score":0.1372356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442029428852885,"score_gpt":0.2212713723109984,"score_spread":0.2068510780224695,"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."}}