{"id":"W46617799","doi":"10.1007/978-3-642-32814-5_41","title":"Realistic Simulation of Progressive Brittle Rock Failure Near Excavation Boundary","year":2012,"lang":"en","type":"book-chapter","venue":"Springer series in geomechanics and geoengineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Excavation; Geotechnical engineering; Brittleness; Boundary (topology); Mining engineering; Materials science; Composite material; Mathematics; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003152204,0.0006626671,0.001278128,0.0006559329,0.0007674781,0.00114324,0.00241378,0.003320668,0.008319043],"category_scores_gemma":[0.002118732,0.0008370202,0.0007195909,0.0005854027,0.001229457,0.0008921258,0.001293063,0.001074291,0.0006065698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007876581,"about_ca_system_score_gemma":0.0008953626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090233,"about_ca_topic_score_gemma":0.006925708,"domain_scores_codex":[0.9997635,0.00005091072,0.00001318518,0.00002997157,0.00007990537,0.00006252035],"domain_scores_gemma":[0.9991065,0.0005251203,0.00007580675,0.00008326981,0.0001005893,0.0001087664],"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":[0.00003053618,0.00002958556,0.0002463881,0.0000192938,0.00000629381,0.00008418037,0.00003189902,0.9961533,0.0004756484,0.001872145,0.0002415207,0.0008092441],"study_design_scores_gemma":[0.00001704808,0.00001529891,0.0001609615,0.000004520451,0.000002817069,0.00001987237,0.00001737173,0.9983461,0.0001671218,0.0009978999,0.0002450245,0.000006102402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7536699,0.0009625253,0.1544387,0.001092264,0.0003328236,0.0002039217,0.001796414,0.001264431,0.08623898],"genre_scores_gemma":[0.9844338,0.0001868649,0.007514822,0.00005935182,0.00002214495,0.00008835235,0.0003396582,0.000129706,0.007225269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090233,"threshold_uncertainty_score":0.02783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009131117051785667,"score_gpt":0.1987496737518921,"score_spread":0.1896185567001065,"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."}}