{"id":"W4401162276","doi":"10.1139/cgj-2024-0077","title":"Accelerated carbonation of non-plastic soils mixed with hydrated lime: index properties influencing binder formation rate and mechanical improvement","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Transportation","keywords":"Carbonation; Lime; Geotechnical engineering; Soil water; Materials science; Composite material; Index (typography); Geology; Metallurgy; Soil science","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":[0.0004316883,0.0001891366,0.0002253343,0.0003932733,0.0001180875,0.0001474541,0.0001240593,0.0002422147,0.00001315597],"category_scores_gemma":[0.00008921178,0.0001521967,0.00003788487,0.0003453371,0.00005083775,0.0003183871,0.00002115333,0.0006446444,0.000003414128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803238,"about_ca_system_score_gemma":0.0003931051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282984,"about_ca_topic_score_gemma":0.004109528,"domain_scores_codex":[0.9987865,0.00003679989,0.000444206,0.0001590174,0.0001775813,0.0003958918],"domain_scores_gemma":[0.9992911,0.00004538286,0.00006454625,0.0001080547,0.0001525138,0.0003383561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001331549,0.00003859282,0.0001450176,0.0009568015,0.0005571321,0.0004247752,0.001564714,0.3916951,0.5653068,0.002669633,0.0005189503,0.03598933],"study_design_scores_gemma":[0.0004032998,0.0002293332,0.0008614331,0.000332046,0.00005344854,0.0002308113,0.0002276269,0.9755224,0.02143203,0.0004168035,0.00008179048,0.0002089806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566846,0.0002583901,0.04214593,0.0001263005,0.000394906,0.0002018569,0.000007248854,0.0001188208,0.00006187291],"genre_scores_gemma":[0.9996592,0.00006318619,0.00008958241,0.00006083206,0.00006138126,0.00001394786,0.000006589467,0.00003480619,0.00001051255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5838273,"threshold_uncertainty_score":0.6206403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045649014431952,"score_gpt":0.1884156964182478,"score_spread":0.1779592062739283,"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."}}