{"id":"W2119406309","doi":"10.1061/(asce)gm.1943-5622.0000108","title":"Investigation on the Cause of Damages of a Deep Tunnel","year":2012,"lang":"en","type":"article","venue":"International Journal of Geomechanics","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geotechnical engineering; Softening; Damages; Geology; Stress (linguistics); Pore water pressure; Plane stress; Ultimate tensile strength; Finite element method; Deformation (meteorology); Structural engineering; Materials science; Engineering; Composite material; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003405228,0.00006519742,0.0001273092,0.0001655692,0.000007615347,0.000006334518,0.0002586994,0.0000410279,0.00003990666],"category_scores_gemma":[0.0001828518,0.00004648002,0.0001031373,0.0001212421,0.00001249249,0.00009500193,0.00002024336,0.0001583175,0.000003184908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000320873,"about_ca_system_score_gemma":0.000007808793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003979015,"about_ca_topic_score_gemma":8.093697e-7,"domain_scores_codex":[0.9992201,0.00001327759,0.0003272707,0.0000271733,0.0003311858,0.00008093188],"domain_scores_gemma":[0.9993923,0.0001058096,0.0001562927,0.00008936428,0.0002097464,0.00004649497],"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":[0.00002300731,0.0000791825,0.0003558167,0.00004423777,0.0008877915,0.000006444846,0.0005737904,0.85219,0.1090007,0.0292316,0.0003774147,0.007229952],"study_design_scores_gemma":[0.0007835812,0.0002673558,0.003030221,0.000484767,0.0002712631,0.0001250826,0.0005392663,0.6743257,0.3078535,0.009722508,0.00227264,0.0003240489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312946,0.0005146042,0.1664023,0.0005891171,0.0009705838,0.0000400209,0.00001242753,0.00002550318,0.0001508919],"genre_scores_gemma":[0.9992126,0.0001286304,0.0004787726,0.00003158718,0.0001276222,7.244026e-7,0.000001402311,0.00000927459,0.000009376815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1988528,"threshold_uncertainty_score":0.18954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022250986321966,"score_gpt":0.2191904782966293,"score_spread":0.1969394919746633,"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."}}