{"id":"W4401479260","doi":"10.56952/arma-2024-0551","title":"Numerical Analysis of Induced Mechanism of Rockbursts in Tunnels","year":2024,"lang":"en","type":"article","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Mechanism (biology); Geology; Numerical analysis; Numerical models; Computer science; Mechanics; Numerical modeling; Geophysics; Physics; Mathematics","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":[0.0003845197,0.0004106418,0.0004660329,0.0006248209,0.0005951443,0.0006391442,0.0007318394,0.001243667,0.002510631],"category_scores_gemma":[0.001365796,0.0002735631,0.0006100938,0.0003853877,0.0008224119,0.0004333493,0.0006564663,0.0005193293,0.0001361324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005069661,"about_ca_system_score_gemma":0.0006085542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525973,"about_ca_topic_score_gemma":0.003698282,"domain_scores_codex":[0.9998549,0.00003565608,0.000007143264,0.00001644248,0.00004049646,0.000045229],"domain_scores_gemma":[0.9993719,0.0003040968,0.0001025766,0.0000354016,0.000111414,0.00007463052],"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":[0.00008476132,0.00008082423,0.005151356,0.00008405439,0.00002409168,0.0004515517,0.0000953188,0.9831456,0.005437425,0.002682375,0.0003512537,0.002411332],"study_design_scores_gemma":[0.000008227,0.00002385022,0.0004721824,0.000004557011,0.000002266896,0.00001943958,0.00002948695,0.998858,0.0002512496,0.0002228359,0.0001034391,0.000004482269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412042,0.0003770384,0.04042558,0.0003781397,0.0001052574,0.0001020211,0.0002784746,0.0002947965,0.01683454],"genre_scores_gemma":[0.9944891,0.00007272243,0.004033261,0.00002238079,0.000008818134,0.00003687812,0.00005962783,0.00001675603,0.00126041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007525973,"threshold_uncertainty_score":0.01496434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009455003670215213,"score_gpt":0.2150431853159245,"score_spread":0.2055881816457092,"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."}}