{"id":"W3210033820","doi":"10.3390/app9061214","title":"Undrained Behavior of Microbially Induced Calcite Precipitated Sand with Polyvinyl Alcohol Fiber","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea","keywords":"Calcite; Polyvinyl alcohol; Materials science; Cohesion (chemistry); Hydraulic conductivity; Composite material; Fiber; Cement; Geotechnical engineering; Mineralogy; Geology; Chemistry; Soil science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000353691,0.0001519777,0.0002020837,0.00006606772,0.0001542717,0.00005980859,0.0004890336,0.0000701614,0.00823544],"category_scores_gemma":[0.000006178796,0.0001192161,0.00003474897,0.0006625275,0.000809767,0.0001636209,0.0001616128,0.00006795442,0.001254332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005306493,"about_ca_system_score_gemma":0.0000490789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002003635,"about_ca_topic_score_gemma":0.00003778605,"domain_scores_codex":[0.9986079,0.00002665936,0.0002986339,0.000482185,0.0003161005,0.0002684874],"domain_scores_gemma":[0.9993348,0.00004890744,0.0002115676,0.0003257083,0.0000156989,0.00006330841],"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":[0.000021275,0.0000408704,0.005731157,0.000004285294,0.000006096217,2.402153e-7,0.000131034,0.0001280861,0.9913248,0.0005217782,0.0002183774,0.001871979],"study_design_scores_gemma":[0.0006941707,0.0001364191,0.02784144,0.00001581271,0.00003374743,0.00002281204,0.0001269881,0.00001323949,0.9680083,0.0002741826,0.002510723,0.0003221075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628541,0.000002350438,0.00004339495,0.00006797542,0.00009244025,0.0007814725,0.00001655442,0.00004136929,0.03610035],"genre_scores_gemma":[0.9880689,7.953509e-7,0.01092757,0.00009348088,0.00001516114,0.00006430315,0.000005283614,0.00001127207,0.0008132632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03528709,"threshold_uncertainty_score":0.9995233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461254079595144,"score_gpt":0.2449469655181265,"score_spread":0.230334424722175,"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."}}