{"id":"W4309771471","doi":"10.1016/j.enggeo.2022.106936","title":"Effect of disturbance on the progressive failure process of Eastern Himalayan Gneiss","year":2022,"lang":"en","type":"article","venue":"Engineering Geology","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Fundamental Research Funds for the Central Universities; Chang'an University; National Natural Science Foundation of China","keywords":"Gneiss; Geology; Disturbance (geology); Cohesion (chemistry); Acoustic emission; Shear (geology); Geotechnical engineering; Fracture (geology); Plateau (mathematics); Shear zone; Metamorphic rock; Petrology; Materials science; Geomorphology; Seismology; Tectonics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002055751,0.0002074819,0.0002375437,0.0007221155,0.0007367529,0.0009740624,0.0002959156,0.0004713628,0.003029936],"category_scores_gemma":[0.001320253,0.0001572426,0.0002767599,0.0006067883,0.0009301773,0.0002402286,0.0005555069,0.0002896484,0.000300429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084582,"about_ca_system_score_gemma":0.0005829558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07056824,"about_ca_topic_score_gemma":0.0612274,"domain_scores_codex":[0.9998969,0.00001720569,0.00001010801,0.00002000348,0.00001665832,0.00003909234],"domain_scores_gemma":[0.9995807,0.0001478269,0.00008042509,0.00003752898,0.00007549029,0.00007793134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00142895,0.0002040555,0.8859183,0.0001145198,0.000163711,0.002664627,0.001722209,0.06818309,0.02666243,0.001426037,0.0003234436,0.01118859],"study_design_scores_gemma":[0.00001567362,0.0001144151,0.988305,0.000005868064,0.00002539373,0.0001272285,0.0008253265,0.009335306,0.0008575268,0.0001437102,0.0002334142,0.00001129092],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992229,0.00001715886,0.00005267663,0.00001329847,0.000001046191,0.000002647349,0.00004193184,0.000004295282,0.0006440828],"genre_scores_gemma":[0.9998344,0.00001196393,0.00001250876,0.000002072797,6.277536e-7,7.568428e-7,0.00002026938,7.31818e-7,0.0001166723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07056824,"threshold_uncertainty_score":0.1403149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003129827053902682,"score_gpt":0.1926520778690474,"score_spread":0.1895222508151447,"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."}}