{"id":"W2054100920","doi":"10.1139/t04-030","title":"Electrochemical cementation of offshore calcareous soil","year":2004,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calcareous; Geotechnical engineering; Cementation (geology); Cohesion (chemistry); Electrochemistry; Foundation (evidence); Submarine pipeline; Soil treatment; Soil water; Materials science; Geology; Environmental science; Electrode; Metallurgy; Soil science; Chemistry","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":[0.0001399471,0.0001227592,0.0001620743,0.0002618828,0.00004922972,0.00002203779,0.0002197831,0.0001767815,0.00007239819],"category_scores_gemma":[0.00009655001,0.0001314446,0.00008032105,0.0002584065,0.0000543395,0.00006685917,0.000007354277,0.0005185761,0.000009245535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008433285,"about_ca_system_score_gemma":0.0003857304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049482,"about_ca_topic_score_gemma":0.001020272,"domain_scores_codex":[0.9989048,0.00001171612,0.0003512852,0.00009698647,0.0002356491,0.0003996132],"domain_scores_gemma":[0.9992589,0.00002163173,0.00004962541,0.0001419191,0.0001076163,0.0004203132],"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":[0.00001887999,0.00005098614,0.0003125874,0.00006413923,0.0001340449,0.0001484594,0.000234192,0.0510333,0.9075218,0.003654852,0.008459044,0.02836772],"study_design_scores_gemma":[0.0004605393,0.000158609,0.0007589104,0.00005449776,0.00002605499,0.000473318,0.00002366629,0.002534908,0.9842395,0.008060585,0.00297417,0.0002352458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6791496,0.001355919,0.3123975,0.002172192,0.0004519517,0.000426286,0.00002223581,0.0007517776,0.003272542],"genre_scores_gemma":[0.9973791,0.0001809613,0.002097706,0.0001449454,0.0001411481,0.000008468151,0.00001100736,0.0000286378,0.000008075186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3182294,"threshold_uncertainty_score":0.5360156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005759289669881682,"score_gpt":0.2082651177079858,"score_spread":0.2025058280381041,"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."}}