{"id":"W4367725679","doi":"10.2139/ssrn.4436148","title":"Assessment of Strength Development of Soil Stabilized with Cement and Nano Sio2","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nano-; Cement; Geotechnical engineering; Materials science; Composite material; Geology","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":[0.0002175235,0.0002386079,0.0001227484,0.0003571163,0.0001093309,0.0001581733,0.0001853015,0.0002689424,0.00129834],"category_scores_gemma":[0.0003772196,0.0001139386,0.000166443,0.000247704,0.0001916265,0.0001663399,0.0001423232,0.0002233129,0.0001435844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909639,"about_ca_system_score_gemma":0.0002118884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705266,"about_ca_topic_score_gemma":0.002991663,"domain_scores_codex":[0.9998779,0.00001208154,0.000007165822,0.00002018196,0.00006434711,0.00001828911],"domain_scores_gemma":[0.9997601,0.00004854741,0.00004341043,0.00001558409,0.0001004822,0.00003196062],"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":[0.0002994931,0.00002747938,0.002980038,0.00004015758,0.000008049306,0.00004847543,0.00003226211,0.001025697,0.9927712,0.00005846249,0.00002588583,0.002682744],"study_design_scores_gemma":[0.00001038634,0.0006754819,0.02937011,0.000006821829,0.00002816774,0.00004749018,0.00009501683,0.005428303,0.9634247,0.00005716937,0.0008493572,0.000007125691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980462,0.0001060139,0.0007682169,0.000008329,0.000005273222,0.000009105299,0.0001842777,0.00001335084,0.0008592088],"genre_scores_gemma":[0.9985886,0.0000745635,0.000466219,0.00000542783,0.000001103377,0.00000561732,0.0001120066,0.000004658423,0.0007418116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001705266,"threshold_uncertainty_score":0.00434339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127591201428086,"score_gpt":0.2556720839606878,"score_spread":0.2429129638178792,"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."}}