{"id":"W4309225175","doi":"10.1144/qjegh2021-128","title":"Effects of fracture-system geometrical parameters on the inflow rate into a tunnel in rock: a numerical modelling experiment","year":2022,"lang":"en","type":"article","venue":"Quarterly Journal of Engineering Geology and Hydrogeology","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Inflow; RADIUS; Boundary value problem; Geotechnical engineering; Mechanics; Aperture (computer memory); Computer simulation; Boundary (topology); Geology; Mathematics; Structural engineering; Geometry; Statistics; Computer science; Engineering; Mathematical analysis; Physics","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":[0.0014188,0.0004454027,0.0008488779,0.0005481902,0.0005600266,0.0008381075,0.000689372,0.0009520951,0.001629746],"category_scores_gemma":[0.00228752,0.0002849727,0.0007819833,0.0005844691,0.0006216203,0.0006548726,0.0005961995,0.0008709324,0.0002528105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004554554,"about_ca_system_score_gemma":0.0005447691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369347,"about_ca_topic_score_gemma":0.002499921,"domain_scores_codex":[0.9994918,0.00009310344,0.00005781227,0.0001233734,0.000127546,0.0001064582],"domain_scores_gemma":[0.9982743,0.0009947019,0.0002204371,0.0001748734,0.0002191584,0.0001165391],"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":[0.003655158,0.004308345,0.04438883,0.0007029529,0.000095098,0.0009635751,0.001005974,0.5729145,0.3390723,0.003768083,0.001068837,0.02805641],"study_design_scores_gemma":[0.0001781031,0.008301968,0.02120574,0.00006581425,0.0001236253,0.0002047739,0.0003821462,0.7724671,0.1949172,0.001038505,0.0009763542,0.0001385873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951739,0.00004887182,0.003628837,0.00002282443,0.00001213787,0.0000384999,0.0002535073,0.00005359827,0.0007679058],"genre_scores_gemma":[0.9954545,0.00006971044,0.003879809,0.000005327238,0.000002405211,0.00005767421,0.0001422747,0.00001353261,0.0003747652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002369347,"threshold_uncertainty_score":0.00750339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00567234092274697,"score_gpt":0.183660325490957,"score_spread":0.1779879845682101,"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."}}