{"id":"W2952903859","doi":"10.1007/s00603-019-01891-9","title":"Uncertainty in In Situ Stress Estimations: A Statistical Simulation to Study the Effect of Numbers of Stress Measurements","year":2019,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada; University of Toronto","funders":"","keywords":"Stress (linguistics); In situ; Statistics; Mathematics; Physics","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":[0.001443378,0.0001388895,0.0003491708,0.0002376975,0.00002739765,0.00002186073,0.0002497623,0.00005213118,0.0000115222],"category_scores_gemma":[0.001773445,0.00009210622,0.00002812659,0.0005256804,6.871578e-7,0.00007271469,0.0001094051,0.000121188,0.000003594796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004538321,"about_ca_system_score_gemma":0.00001770638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005230912,"about_ca_topic_score_gemma":0.00006111712,"domain_scores_codex":[0.9983107,0.000102908,0.0005462865,0.0002522831,0.0006140957,0.0001736848],"domain_scores_gemma":[0.9978834,0.001621113,0.00008599708,0.0002745888,0.00008032465,0.00005458482],"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":[0.00003573635,0.00005306293,0.008595856,0.00005604578,0.00001597054,0.00000117029,0.0006241244,0.9887244,0.0007542611,0.0007833726,0.000001467231,0.0003545743],"study_design_scores_gemma":[0.0006385655,0.0002757483,0.006051047,0.0001283057,0.00001363852,3.81301e-7,0.0003177353,0.9914924,0.0006776823,0.0003066316,0.000002575726,0.00009528043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4087909,0.00003837015,0.5905119,0.000005727441,0.00009535461,0.0005307631,0.000012028,0.000007648406,0.000007278531],"genre_scores_gemma":[0.9993204,0.000001396584,0.0006277726,0.000001850533,0.000006711892,0.00002303636,0.00000205486,0.0000102279,0.000006577614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5905294,"threshold_uncertainty_score":0.3755983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946273159092799,"score_gpt":0.3179475791860186,"score_spread":0.2784848475950906,"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."}}