{"id":"W2109216377","doi":"10.1139/t08-019","title":"Application of rock mass classification techniques to weak rock masses: A case study from the Ruahine Range, North Island, New Zealand","year":2008,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Massey University; University of Waikato","keywords":"Rock mass rating; Rock mass classification; Geology; Subaerial; Geological Strength Index; Discontinuity (linguistics); Range (aeronautics); Groundwater; Geotechnical engineering; Mining engineering; Seismology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009080798,0.000554024,0.0003881947,0.001099751,0.001363301,0.0007569856,0.0008314228,0.0004816311,0.000971014],"category_scores_gemma":[0.003537928,0.0003260346,0.0003369133,0.00136703,0.001535881,0.0004613116,0.0006888975,0.0005524296,0.0001911014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436357,"about_ca_system_score_gemma":0.001226281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4465715,"about_ca_topic_score_gemma":0.7460878,"domain_scores_codex":[0.9992703,0.0001604033,0.00005711235,0.0001275952,0.0002802626,0.0001044295],"domain_scores_gemma":[0.9989176,0.0003387244,0.0002366187,0.0001196219,0.0002948802,0.00009268409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005134153,0.0007998936,0.7238539,0.000672531,0.0001375411,0.04244704,0.06688265,0.003898537,0.03576084,0.0007230076,0.001248909,0.1230616],"study_design_scores_gemma":[0.00005588625,0.0008464966,0.9450268,0.00009623055,0.00008436641,0.005578998,0.03605375,0.003588141,0.003652984,0.0001833593,0.004779573,0.00005339538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979329,0.00005206429,0.0004609283,0.00006153441,0.000001850925,0.00007921115,0.00004714296,0.000003173127,0.001361147],"genre_scores_gemma":[0.995256,0.0002294606,0.002840556,0.00002226399,0.000003638186,0.00003815255,0.00009728666,0.000006601697,0.001505915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465715,"threshold_uncertainty_score":0.8879443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125630432964423,"score_gpt":0.227027537031239,"score_spread":0.2144644937347967,"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."}}