{"id":"W3089237388","doi":"10.1155/2020/8850686","title":"Constant Resistance and Yielding Support Technology for Large Deformations of Surrounding Rocks in the Minxian Tunnel","year":2020,"lang":"en","type":"article","venue":"Advances in Civil Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Deformation (meteorology); Geology; Excavation; Geotechnical engineering; Deformation mechanism; Bending; Stress (linguistics); Stress field; Materials science; Composite material; Structural engineering; Engineering; Microstructure; Finite element method","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":[0.0002086037,0.0001078817,0.0001777155,0.0001574506,0.00003342751,0.00001077391,0.0001362712,0.00005767284,0.000001773753],"category_scores_gemma":[0.0001170018,0.0001031531,0.00002281768,0.0003379544,0.000005936144,0.0002426845,0.00002769539,0.0001643057,1.767309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002441,"about_ca_system_score_gemma":0.000008284793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.439134e-7,"about_ca_topic_score_gemma":0.0003875076,"domain_scores_codex":[0.9992648,0.000003577672,0.0002902556,0.0001182827,0.00007111095,0.000251943],"domain_scores_gemma":[0.9997155,0.0001164999,0.00002953387,0.00009633642,0.00001627129,0.00002585511],"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":[0.000007737318,0.000008991192,0.0005220363,0.0007176368,0.000008890547,0.000005931396,0.002213723,0.9595575,0.007340223,0.02847394,0.00002172319,0.001121647],"study_design_scores_gemma":[0.0005375129,0.00003011954,0.00002047565,0.0002703806,0.000007119068,0.000005992034,0.00187638,0.9809958,0.003280971,0.00160017,0.01117065,0.0002044654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08367673,0.006298319,0.9084697,0.0002139806,0.0001682417,0.0002935257,0.00002455902,0.0001072026,0.0007477511],"genre_scores_gemma":[0.9953901,0.0008537369,0.003631742,0.00002429124,0.00002085044,0.00005571627,0.000003558109,0.00001837921,0.000001688941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9117133,"threshold_uncertainty_score":0.4206461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048149688927863,"score_gpt":0.2238105747773129,"score_spread":0.2133290778880343,"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."}}