{"id":"W2051209313","doi":"10.1520/gtj102012","title":"Reconstitution of Saturated Cement-Treated Soil by Wet-Mixing","year":2011,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geotechnical engineering; Cement; Soil cement; Mixing (physics); Geology; Materials science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005160479,0.0008052633,0.0004603908,0.0005647794,0.000342781,0.000305881,0.0004745756,0.0002494248,0.002445002],"category_scores_gemma":[0.0004809753,0.000333179,0.0003542622,0.0003161911,0.0004231526,0.0003696083,0.0004939608,0.001016823,0.0008949516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196365,"about_ca_system_score_gemma":0.000408924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097974,"about_ca_topic_score_gemma":0.002382124,"domain_scores_codex":[0.9996251,0.0000556495,0.00003322597,0.00007245407,0.0001486182,0.00006497826],"domain_scores_gemma":[0.9996781,0.00006859811,0.00006740377,0.0000869369,0.00006580955,0.00003307591],"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":[0.00002317191,0.00001342136,0.00008435427,0.00001834168,0.000003788772,0.00001809221,0.00001577149,0.00005801145,0.9989472,0.00004661983,0.0000133987,0.000757838],"study_design_scores_gemma":[0.000004189259,0.0000964322,0.0005728759,0.000003547555,0.000006776314,0.00003769435,0.00001037782,0.0002882901,0.9973747,0.00002285077,0.001578371,0.000003916216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057884,0.001389497,0.0858667,0.00008694961,0.0001644105,0.000553885,0.001267201,0.001125447,0.003757413],"genre_scores_gemma":[0.946013,0.001019179,0.04266354,0.00007649473,0.00004080653,0.0004370856,0.002989426,0.0003739673,0.006386318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002445002,"threshold_uncertainty_score":0.008179367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558128805062584,"score_gpt":0.2455595484060414,"score_spread":0.189746667899783,"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."}}