{"id":"W3205494208","doi":"10.1061/(asce)gt.1943-5606.0002707","title":"Effect of Light Biocementation on the Liquefaction Triggering and Post-Triggering Behavior of Loose Sands","year":2021,"lang":"en","type":"article","venue":"Journal of Geotechnical and Geoenvironmental Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liquefaction; Cementation (geology); Geotechnical engineering; Shearing (physics); Soil water; Geology; Consolidation (business); Effective stress; Calcite; Materials science; Mineralogy; Soil science; Composite material; Cement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001651016,0.0003879629,0.0002242506,0.0002349391,0.0001840959,0.0003131746,0.0001797553,0.0001622432,0.0009887283],"category_scores_gemma":[0.0004381694,0.0001244315,0.0001735746,0.000215279,0.0002731307,0.0001515908,0.000270039,0.0003179923,0.00008588543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003980979,"about_ca_system_score_gemma":0.0003799615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006936247,"about_ca_topic_score_gemma":0.020058,"domain_scores_codex":[0.9998164,0.00001914709,0.00002078472,0.00003187034,0.00005474822,0.00005719961],"domain_scores_gemma":[0.9996403,0.00008659468,0.00008814762,0.00002504008,0.00008158078,0.00007821141],"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":[0.0002688675,0.0000366372,0.001455708,0.00005447496,0.000007671699,0.00004617132,0.00006458836,0.0002368549,0.9950426,0.0000142133,0.0000230572,0.0027491],"study_design_scores_gemma":[0.000004853064,0.0006433912,0.01464963,0.000005266856,0.00001641344,0.00002210818,0.00008539275,0.0005454841,0.9835154,0.000005791669,0.0004988476,0.000007416769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994392,0.0001119479,0.0001223762,0.000007937918,0.000003993088,0.000006220657,0.00005056435,0.00001455317,0.0002430204],"genre_scores_gemma":[0.9991921,0.00009253193,0.0002880831,0.00001188653,0.000001503478,0.000005914606,0.00005687829,0.00000462566,0.0003464569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006936247,"threshold_uncertainty_score":0.01379174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00290515943540125,"score_gpt":0.2007822045826762,"score_spread":0.1978770451472749,"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."}}