{"id":"W6957542810","doi":"10.60692/pftqd-ba339","title":"Improvement of Expansive Soil by Using Micro Silica Fume","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Expansive clay; Silica fume; Swell; Swelling; Expansive; Water content; Volume (thermodynamics); Soil water","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":[0.0001019745,0.0003954694,0.0001898606,0.0003954208,0.0001032237,0.0001802355,0.0001629227,0.0001588245,0.0006663231],"category_scores_gemma":[0.0001695581,0.0001238126,0.0002164933,0.000211171,0.0001514818,0.000246709,0.0001933042,0.0002597623,0.0001380785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009430385,"about_ca_system_score_gemma":0.0001161812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008187555,"about_ca_topic_score_gemma":0.003390636,"domain_scores_codex":[0.9999067,0.000008957843,0.000007425286,0.00001782486,0.00004308487,0.00001616319],"domain_scores_gemma":[0.999877,0.00002197217,0.00004687964,0.000008728014,0.00002731559,0.00001812726],"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":[0.0000303589,0.00002826198,0.0005535979,0.00005442794,0.000004324305,0.00004487298,0.00001539862,0.0001975085,0.9949281,0.0000312593,0.00001835018,0.004093612],"study_design_scores_gemma":[0.000003316325,0.0002891914,0.002968513,0.000005221837,0.00001093396,0.00006174833,0.00001944338,0.0009009241,0.9947622,0.000009837358,0.000964522,0.000004214906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873799,0.001073534,0.00977947,0.00005046997,0.00002009403,0.00004166738,0.00005715627,0.0001249043,0.001472766],"genre_scores_gemma":[0.9908044,0.0006698707,0.007415475,0.0000240237,0.000007665851,0.00001103727,0.00005103794,0.00001413205,0.001002312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008187555,"threshold_uncertainty_score":0.002229035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131278074543473,"score_gpt":0.1796714188735639,"score_spread":0.1583586381281292,"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."}}