{"id":"W2022565257","doi":"10.1139/t01-102","title":"Improvements of electroosmotic consolidation of soft clays by minimizing power loss at electrodes","year":2002,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consolidation (business); Electro-osmosis; Electrode; Geotechnical engineering; Materials science; Environmental science; Geology; Chemistry; Electrophoresis","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":[0.0002322726,0.0001714703,0.000281097,0.0003325896,0.00006665445,0.00001894718,0.0002807708,0.0002099648,0.000538423],"category_scores_gemma":[0.0001708495,0.0001871515,0.0001010601,0.0002897758,0.00008926589,0.0001044048,0.00001515322,0.0004484479,0.000009085866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006706481,"about_ca_system_score_gemma":0.00008838178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003392287,"about_ca_topic_score_gemma":0.0003045313,"domain_scores_codex":[0.9983829,0.0000332924,0.0006063386,0.0001388654,0.0002841243,0.0005544341],"domain_scores_gemma":[0.9990415,0.00007497731,0.0001731261,0.0002108235,0.0001468567,0.0003527467],"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":[0.0000135545,0.00005370654,0.001037576,0.00005812874,0.0001420994,0.00002150719,0.0001059125,0.001922494,0.9182147,0.000242184,0.06515717,0.01303097],"study_design_scores_gemma":[0.0005733634,0.0004641692,0.0007480256,0.00007468602,0.00004800798,0.0002336747,0.00001216241,0.02118405,0.9680527,0.0008915034,0.007378844,0.0003387689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608204,0.003233649,0.03211951,0.0007107659,0.0002135869,0.0004238563,0.00006148,0.0002547535,0.002161993],"genre_scores_gemma":[0.9987486,0.000407781,0.0005724166,0.0001091377,0.00003415885,0.000007778724,0.000009420702,0.000039664,0.00007105646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05777832,"threshold_uncertainty_score":0.7631816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005990722398115017,"score_gpt":0.1913567400878428,"score_spread":0.1853660176897277,"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."}}