{"id":"W4392946442","doi":"10.1061/jmcee7.mteng-16964","title":"Investigation of High Plasticity Clay Stabilized with Cement and Zeolite Using Time-Dependent Pressure Wave Velocity","year":2024,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Zeolite; Cement; Materials science; Geotechnical engineering; Plasticity; Composite material; Geology; Mineralogy; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005018936,0.0001756441,0.0003796508,0.0002450447,0.00001167946,0.00005409158,0.0000674262,0.0001070099,0.00003467928],"category_scores_gemma":[0.00008399616,0.0001519363,0.00002791055,0.0001933206,0.00002382845,0.0002170077,0.00002752215,0.0001969154,3.725411e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064019,"about_ca_system_score_gemma":0.00003257575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002176328,"about_ca_topic_score_gemma":0.000005190924,"domain_scores_codex":[0.9988424,0.00002663296,0.0005844365,0.0001160561,0.0002535301,0.0001769632],"domain_scores_gemma":[0.9995897,0.0001117827,0.0000779941,0.00008259527,0.00006556609,0.00007238267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001736257,0.000004168235,0.00001725792,0.0008050413,0.00004747063,0.00001041888,0.0001458575,0.6618203,0.3369951,0.00007107847,0.000002566361,0.00006336739],"study_design_scores_gemma":[0.0005015177,0.0001001224,0.001971435,0.001311053,0.00008746178,0.00007476245,0.00001465283,0.7919024,0.203655,0.0001306316,0.00004802558,0.0002029915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496192,0.000601835,0.04915896,0.00001099562,0.0003768939,0.0001115749,0.00001948713,0.00009198378,0.000009127275],"genre_scores_gemma":[0.9973602,0.00008209103,0.00242388,0.000001108109,0.00008248209,0.000003571802,0.000002382646,0.00004124027,0.000003080371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333401,"threshold_uncertainty_score":0.6195782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083741480243701,"score_gpt":0.189153340856181,"score_spread":0.178315926053744,"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."}}