{"id":"W2802364636","doi":"","title":"Modeling Rock Mass Bulking Around Underground Excavations","year":2003,"lang":"en","type":"article","venue":"10th ISRM Congress","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Excavation; Mining engineering; Geology; Rock mass classification; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001537534,0.0002345658,0.0002288445,0.0001010819,0.0001158311,0.00009555755,0.0001930569,0.0001609151,0.0001287773],"category_scores_gemma":[0.000127937,0.0002438737,0.00008365229,0.000305332,0.00001074305,0.0002065198,0.00002721014,0.0003400642,0.0001294057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988101,"about_ca_system_score_gemma":0.0000149586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001278022,"about_ca_topic_score_gemma":0.00001266621,"domain_scores_codex":[0.9987397,0.00001559188,0.0003198728,0.0002454476,0.0002071109,0.0004723232],"domain_scores_gemma":[0.9994063,0.00008302019,0.00001892674,0.0003117298,0.00005554742,0.0001244786],"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":[0.000001088253,0.00001006346,0.00001030535,0.00004484691,0.00003058121,0.000007263868,0.00001867174,0.982416,0.002443042,0.01419721,0.00008697003,0.0007339073],"study_design_scores_gemma":[0.0002191827,0.00001404072,0.00000286537,0.00006782496,0.00001832887,0.00001160055,0.00008393002,0.9748848,0.001285302,0.007933879,0.01513345,0.0003447961],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02510864,0.0005026579,0.9660572,0.00007377434,0.001105124,0.0001487021,0.000005838307,0.0008113511,0.006186726],"genre_scores_gemma":[0.9962349,0.00005690775,0.003009042,0.0000616973,0.00009523716,0.00003351468,0.000006043051,0.00005729856,0.0004453677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9711263,"threshold_uncertainty_score":0.9944881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463771751771244,"score_gpt":0.2062054314301232,"score_spread":0.1915677139124107,"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."}}