{"id":"W102978712","doi":"","title":"Modelling Dilation in Brittle Rocks","year":2004,"lang":"en","type":"article","venue":"Gulf Rocks 2004, the 6th North America Rock Mechanics Symposium (NARMS)","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Dilation (metric space); Brittleness; Geometry; Materials science; Mathematics; Metallurgy","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":[0.0007386756,0.001145251,0.001556826,0.0008787455,0.0006642251,0.001811006,0.001925371,0.003346149,0.003993188],"category_scores_gemma":[0.005735636,0.001433759,0.001169082,0.0007977274,0.001800078,0.001746031,0.002534312,0.001363567,0.0003403899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376133,"about_ca_system_score_gemma":0.0006356434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197274,"about_ca_topic_score_gemma":0.005554442,"domain_scores_codex":[0.9995857,0.0001307038,0.00003115178,0.00009461611,0.0000948349,0.00006310406],"domain_scores_gemma":[0.9972516,0.001794628,0.0003173656,0.0001943561,0.0001817454,0.0002603105],"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":[0.00004000301,0.00001510272,0.0003341283,0.00003600775,0.00001379784,0.0001082045,0.00004442231,0.9904423,0.001250713,0.005322661,0.0002448223,0.002147773],"study_design_scores_gemma":[0.000006699145,0.000005805273,0.00007376059,0.000002161967,0.0000024952,0.0000103643,0.000004701702,0.9982456,0.0001344509,0.001350482,0.0001601202,0.000003488158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4292752,0.002073704,0.5459749,0.001197426,0.0004574292,0.0001643566,0.0005869102,0.001965804,0.01830421],"genre_scores_gemma":[0.9698414,0.0004218161,0.02384637,0.00008086497,0.0001013388,0.000053876,0.0002064396,0.00044258,0.005005298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01197274,"threshold_uncertainty_score":0.0238061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006777194036712192,"score_gpt":0.1802731447974392,"score_spread":0.173495950760727,"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."}}