{"id":"W2522953110","doi":"10.1007/s00603-016-1090-1","title":"Correlation of the Rock Mass Rating (RMR) System with the Unified Soil Classification System (USCS): Introduction of the Weak Rock Mass Rating System (W-RMR)","year":2016,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Institutes of Health; Newmont Corporation; Rocky Mountain Research Station; Barrick Gold Corporation","keywords":"Rock mass rating; Rock mass classification; Unified Soil Classification System; Rating system; Geotechnical engineering; Mining engineering; Reliability (semiconductor); Engineering; Geology; Soil classification; Soil science; Soil water","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006841043,0.0006271396,0.0004739345,0.002244118,0.0002942471,0.001356548,0.0006311294,0.0004872337,0.002222584],"category_scores_gemma":[0.02689343,0.0002714606,0.0005607688,0.003225893,0.0004203165,0.0009980272,0.001073697,0.000661409,0.001788191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007078602,"about_ca_system_score_gemma":0.001243714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441013,"about_ca_topic_score_gemma":0.0155044,"domain_scores_codex":[0.9931616,0.002609613,0.0007268837,0.001114906,0.002123961,0.0002629384],"domain_scores_gemma":[0.9801717,0.005243686,0.003438374,0.001656883,0.009103749,0.0003855703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007892783,0.00003630793,0.9434147,0.00004307526,0.0001067436,0.00004015163,0.00006775456,0.003345205,0.0007298393,0.001334399,0.003533241,0.04726967],"study_design_scores_gemma":[0.00001303723,0.0002310389,0.9223316,0.00005627919,0.00009437439,0.0002185292,0.0002487579,0.06455705,0.002028969,0.00206009,0.008115481,0.00004483815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8158278,0.002520098,0.1360428,0.001270433,0.0008526777,0.0003419732,0.01158303,0.0008832148,0.03067797],"genre_scores_gemma":[0.9657181,0.0005293492,0.02488281,0.00009827966,0.0002128673,0.00008855083,0.005904993,0.00007575222,0.002489263],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01441013,"threshold_uncertainty_score":0.03617936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006242182697192581,"score_gpt":0.1600183143871702,"score_spread":0.1537761316899776,"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."}}