{"id":"W2100303743","doi":"10.1061/41183(418)67","title":"Safety Margin in Design of Pile-Supported Structural Slabs for Frost Action","year":2011,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Slab; Pile; Structural engineering; Geotechnical engineering; Jacking; Pile cap; Displacement (psychology); Engineering; 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":[0.0002373414,0.0004313662,0.0002534261,0.0003092097,0.0002150747,0.0003476453,0.0005205733,0.0003918404,0.001684332],"category_scores_gemma":[0.0005870954,0.0002430439,0.0002807557,0.0001029625,0.000343898,0.0002835104,0.000437763,0.0002798244,0.0003470271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877679,"about_ca_system_score_gemma":0.0006292256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462496,"about_ca_topic_score_gemma":0.001441792,"domain_scores_codex":[0.9998711,0.00003206868,0.00000377667,0.00001607768,0.00005182495,0.0000250787],"domain_scores_gemma":[0.9998678,0.00003956173,0.00003945961,0.00001049842,0.0000288527,0.0000138193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001481759,0.00002478122,0.000768666,0.0001272885,0.00001415161,0.000120883,0.00009196161,0.9258342,0.04291427,0.007813755,0.0002815161,0.02186036],"study_design_scores_gemma":[0.00001675497,0.0002942538,0.0007562646,0.00001965476,0.00002032094,0.00006665892,0.00004149618,0.9845973,0.009008009,0.00336981,0.001799735,0.000009829208],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1665161,0.0002115606,0.8244795,0.0001353668,0.0000200553,0.00005193206,0.00006002953,0.0003065326,0.008218993],"genre_scores_gemma":[0.9764947,0.0000802917,0.02174488,0.00001466892,0.000005957314,0.00003877077,0.00003412586,0.00002623904,0.001560422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001684332,"threshold_uncertainty_score":0.005634665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04418553890147798,"score_gpt":0.2265002639143277,"score_spread":0.1823147250128498,"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."}}