{"id":"W2744544713","doi":"","title":"A Simplified Dilation Model for Modeling the Inelastic Behavior of Rock","year":2016,"lang":"en","type":"article","venue":"50th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dilation (metric space); Geology; Computer science; Mathematics; Geometry","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":[0.0001755351,0.0004873995,0.0007377153,0.0003733033,0.0003436854,0.0006422049,0.001412076,0.001249165,0.004714098],"category_scores_gemma":[0.0006575735,0.0003806625,0.0006146594,0.0004925766,0.0004506417,0.001105305,0.0007088225,0.0005504723,0.001252421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004454872,"about_ca_system_score_gemma":0.000704407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004693828,"about_ca_topic_score_gemma":0.003821325,"domain_scores_codex":[0.9998698,0.00002395158,0.000008256007,0.00002880564,0.00005152629,0.00001774024],"domain_scores_gemma":[0.9998921,0.00002781052,0.00001859226,0.00002067674,0.00002500302,0.00001580578],"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":[0.0000360492,0.00002306315,0.0003470716,0.00006089848,0.00001610034,0.0002340956,0.00005378163,0.9233651,0.006815375,0.05631534,0.002092125,0.01064105],"study_design_scores_gemma":[0.000005219228,0.000009614876,0.0001222143,0.000003506675,0.000005013556,0.00004236949,0.00000492183,0.9929415,0.000303211,0.004306915,0.002249459,0.000006138931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02734062,0.0007803448,0.9397388,0.0005883477,0.000197077,0.00006078922,0.0006344593,0.0004393204,0.03022028],"genre_scores_gemma":[0.8349082,0.002089333,0.1043237,0.0003665672,0.0002101995,0.0002462176,0.0009070826,0.0003657009,0.05658305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004714098,"threshold_uncertainty_score":0.01577026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350210075560662,"score_gpt":0.2299019153908793,"score_spread":0.2063998146352727,"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."}}