{"id":"W4412608611","doi":"10.1139/cgj-2024-0737","title":"Electro-osmotic-assisted consolidating of undisturbed soft sensitive clay","year":2025,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aalto-Yliopisto","keywords":"Geotechnical engineering; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008808401,0.0002189323,0.00017987,0.0002668888,0.00009947539,0.0003262752,0.0002181158,0.0001489928,0.0006557176],"category_scores_gemma":[0.0001916097,0.00009745355,0.0001659971,0.0001856924,0.0002366321,0.0002846713,0.000437969,0.0002928461,0.0001454874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754497,"about_ca_system_score_gemma":0.0001960891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009017134,"about_ca_topic_score_gemma":0.003864966,"domain_scores_codex":[0.9999127,0.000006128075,0.000006577061,0.00001617501,0.00003480975,0.0000236405],"domain_scores_gemma":[0.999893,0.00001751629,0.0000327414,0.00001040062,0.00002297655,0.00002337912],"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":[0.00003437454,0.00001559355,0.000296288,0.0000362317,0.000003518305,0.00004558593,0.00003005086,0.0001422686,0.9953856,0.00003091681,0.00001305333,0.003966449],"study_design_scores_gemma":[0.00000572153,0.0002686199,0.004706291,0.000005896057,0.000008746686,0.0001024428,0.00004971846,0.0009564424,0.9930544,0.00001897436,0.0008178455,0.00000489254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968547,0.0002657031,0.002277354,0.00001143767,0.00000785436,0.00001509969,0.00002496268,0.0000265592,0.0005163396],"genre_scores_gemma":[0.9969944,0.0002249859,0.001578712,0.00001048118,0.000002708067,0.000005628976,0.0000343354,0.000007530125,0.001141192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009017134,"threshold_uncertainty_score":0.00219357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005784527995177614,"score_gpt":0.2221865556484877,"score_spread":0.2164020276533101,"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."}}