{"id":"W4406757977","doi":"10.11159/ijci.2025.001","title":"Finite Element Investigation on the Response of Tunnel Rock-Supports in Zones Subjected To Squeezing Occurrence","year":2025,"lang":"en","type":"article","venue":"International Journal of Civil Infrastructure","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finite element method; Geology; Geotechnical engineering; Element (criminal law); Structural engineering; Forensic engineering; Engineering; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004271667,0.0001045027,0.000139138,0.0004642823,0.0000217331,0.00003009565,0.0003183208,0.0000503755,0.00005613574],"category_scores_gemma":[0.0003976677,0.00008056809,0.00005496071,0.0002249405,0.000005944338,0.00009678166,0.0000464468,0.0002679439,9.960189e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324358,"about_ca_system_score_gemma":0.0001079397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000463699,"about_ca_topic_score_gemma":0.00004207785,"domain_scores_codex":[0.9989228,0.00004944155,0.0005066622,0.00007715922,0.0003382095,0.0001056855],"domain_scores_gemma":[0.9992325,0.000221227,0.0001480157,0.00009660346,0.0002620955,0.00003954348],"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":[0.000228709,0.00001146419,0.0008520493,0.00001305316,0.00006294971,0.00001195328,0.0008127969,0.9588504,0.03399347,0.001341368,0.002689592,0.00113215],"study_design_scores_gemma":[0.002352297,0.0005490789,0.05362147,0.004245319,0.00006184159,0.00008207287,0.00113484,0.5618361,0.3044438,0.06325379,0.00782205,0.0005973857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275622,0.00005762827,0.0694605,0.001244687,0.001439916,0.00008615483,0.00002318491,0.00001012924,0.0001155559],"genre_scores_gemma":[0.999001,0.00003385044,0.0005189077,0.0003533831,0.00006547394,0.000003356758,0.000003855901,0.00000643496,0.00001379194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3970144,"threshold_uncertainty_score":0.3285471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074877113365032,"score_gpt":0.2421166796545701,"score_spread":0.2313679085209198,"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."}}