{"id":"W4409799977","doi":"10.11159/icgre25.172","title":"Numerical Failure Analysis of Cut and Cover Tunnel Against Surface Blast","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Forensic engineering; Computer science; Environmental science; Materials science; Engineering; Mechanical engineering","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":[0.0003683671,0.0003679259,0.0004009733,0.0007721886,0.0003605808,0.0005060391,0.0004075516,0.0007838958,0.001751846],"category_scores_gemma":[0.0009385134,0.000177169,0.0003482921,0.0002713739,0.0006237176,0.0002269105,0.0003536565,0.0002063837,0.0002703139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003850613,"about_ca_system_score_gemma":0.0004843686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004829928,"about_ca_topic_score_gemma":0.002548213,"domain_scores_codex":[0.9998554,0.000026196,0.000006822429,0.00001855215,0.00006021902,0.00003281744],"domain_scores_gemma":[0.999645,0.0001298863,0.00006123925,0.00002715802,0.00009894845,0.00003779345],"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":[0.0001056358,0.00004615056,0.004770198,0.00005613066,0.00001475118,0.0003282622,0.0001014645,0.9659207,0.02136494,0.001049351,0.0002475734,0.005994795],"study_design_scores_gemma":[0.000003262527,0.00004882694,0.001201774,0.000005829422,0.000003031073,0.00003494206,0.00003381637,0.9970391,0.001349469,0.0001416486,0.0001330955,0.000005174994],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702527,0.0001123437,0.02381205,0.00005280386,0.00002429504,0.00003356933,0.0001295336,0.0001752394,0.005407509],"genre_scores_gemma":[0.9962619,0.00003939162,0.002407505,0.000005158396,0.000001957329,0.0000131056,0.00005554654,0.00001079593,0.001204737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004829928,"threshold_uncertainty_score":0.009603679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002691158640731471,"score_gpt":0.1773223371158582,"score_spread":0.1746311784751267,"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."}}