{"id":"W2343756828","doi":"10.1139/cgj-2015-0635","title":"Urease active bioslurry: a novel soil improvement approach based on microbially induced carbonate precipitation","year":2016,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urease; Chemistry; Precipitation; Carbonate; Calcium carbonate; Cementation (geology); Compressive strength; Chemical engineering; Urea; Metallurgy; Materials science; Composite material; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001426231,0.0004895665,0.0003276718,0.0002540646,0.0001259591,0.0003417129,0.0003788697,0.0004791607,0.0005709445],"category_scores_gemma":[0.0001456547,0.0002189891,0.0002753377,0.0001205868,0.000235372,0.0003514952,0.0004126256,0.0004501611,0.0002625052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737438,"about_ca_system_score_gemma":0.0001699819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002990208,"about_ca_topic_score_gemma":0.0008124909,"domain_scores_codex":[0.9998521,0.00001875998,0.000009271414,0.00003446118,0.00005917455,0.00002630828],"domain_scores_gemma":[0.9999204,0.00001015478,0.00003490801,0.000008698246,0.00001169329,0.00001412473],"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":[0.000009522108,0.00001423923,0.00003959143,0.00004184637,0.000002949831,0.00002141071,0.000006657864,0.00005598163,0.9973963,0.00005761184,0.00001816667,0.002335677],"study_design_scores_gemma":[0.000005457543,0.0001193873,0.0003665979,0.000002161833,0.000005272298,0.00009335778,0.000006510176,0.000527035,0.997077,0.0000111276,0.001781758,0.000004416523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758066,0.004736457,0.1136053,0.000334191,0.0001521984,0.0002740804,0.0001808713,0.001034006,0.00387625],"genre_scores_gemma":[0.9417535,0.001917484,0.05267393,0.0001035499,0.00003608555,0.00008096833,0.0001241456,0.000078572,0.003231885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005709445,"threshold_uncertainty_score":0.001910031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169002963300215,"score_gpt":0.2109535585327334,"score_spread":0.1992635288997313,"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."}}