{"id":"W4415050460","doi":"10.1139/cgj-2025-0519","title":"Full-scale field study on cyclic vacuum preloading for dredged slurry-reclaimed ground","year":2025,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Clogging; Slurry; Pore water pressure; Energy consumption; Vacuum pump; Power consumption; Ultra-high vacuum","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":[0.0003640163,0.0003749178,0.0006010881,0.0002587716,0.0003726018,0.0003470994,0.0004378099,0.0004618464,0.001324042],"category_scores_gemma":[0.0003747903,0.0001656946,0.0004090413,0.0003038855,0.0002957577,0.0004223388,0.0002740039,0.0006529332,0.0002385353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308403,"about_ca_system_score_gemma":0.0002545223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288682,"about_ca_topic_score_gemma":0.003325132,"domain_scores_codex":[0.999754,0.00002650193,0.0000146525,0.00006786345,0.00009437644,0.00004254878],"domain_scores_gemma":[0.999738,0.00006014176,0.0000443296,0.00002522729,0.0001047634,0.00002752614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004244226,0.0004211643,0.00149712,0.0003865414,0.00001817289,0.0001559832,0.0001477784,0.000876323,0.9842253,0.00006809588,0.0002371384,0.01154195],"study_design_scores_gemma":[0.00007543762,0.01434611,0.02361298,0.00005705077,0.0001023963,0.0001690373,0.0006947685,0.00317433,0.951745,0.0001056511,0.005871929,0.00004530021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969495,0.0004552277,0.001663912,0.00003785703,0.00002710045,0.0000609065,0.0001773157,0.00004872622,0.0005794917],"genre_scores_gemma":[0.9949161,0.0004442865,0.002929576,0.0000502465,0.00001064849,0.000086229,0.0001855361,0.00002238393,0.001355024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001324042,"threshold_uncertainty_score":0.00442934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008136515561927434,"score_gpt":0.227710521807696,"score_spread":0.2195740062457686,"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."}}