{"id":"W2045520010","doi":"10.1139/t06-016","title":"Convergenceconfinement analysis of a bolt-supported tunnel using the homogenization method","year":2006,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homogenization (climate); Computation; Parametric statistics; Structural engineering; Convergence (economics); Stiffness; Computer science; Applied mathematics; Mechanics; Mathematics; Engineering; Algorithm; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000432654,0.0003742977,0.0003781316,0.0005841419,0.0002752534,0.0004723587,0.0004295707,0.000522728,0.0008155428],"category_scores_gemma":[0.0009848628,0.0002343397,0.0004628261,0.0001855128,0.0007910527,0.0003722842,0.0004913667,0.0003030358,0.0001252477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004145293,"about_ca_system_score_gemma":0.0004177952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838942,"about_ca_topic_score_gemma":0.00150184,"domain_scores_codex":[0.9998596,0.00004354868,0.000006051451,0.00002215749,0.00004522589,0.00002340357],"domain_scores_gemma":[0.9996661,0.0001633712,0.00007071786,0.00002960603,0.00005306012,0.00001720664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006077166,0.00004075517,0.002164256,0.00007440292,0.00001995529,0.0002983958,0.0001909831,0.9307404,0.04488197,0.01088633,0.000155233,0.01048652],"study_design_scores_gemma":[0.000002990515,0.00002782672,0.000471927,0.000003847567,0.000004013007,0.00005226738,0.00002029929,0.994972,0.003575805,0.0006252663,0.0002380067,0.000005804955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5363133,0.0003370862,0.4557064,0.000111271,0.00001766662,0.00006412979,0.00004684432,0.0002139408,0.007189412],"genre_scores_gemma":[0.9812663,0.0001530736,0.01681138,0.000009721216,0.000007441405,0.00002517169,0.00002704879,0.00003176394,0.001668046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002838942,"threshold_uncertainty_score":0.005644917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009122409054730109,"score_gpt":0.2198720578009987,"score_spread":0.2107496487462686,"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."}}