{"id":"W1998170003","doi":"10.2118/151840-ms","title":"Prediction of Injection Induced Formation Shear","year":2012,"lang":"en","type":"article","venue":"SPE International Symposium and Exhibition on Formation Damage Control","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Caprock; Shear (geology); Geology; Overburden; Water injection (oil production); Geotechnical engineering; Geomechanics; Petroleum engineering; Shear stress; Steam injection; Direct shear test; Overburden pressure; Materials science; Petrology; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448091,0.0001244099,0.0001357004,0.0002425207,0.00007790983,0.00004361155,0.00006567472,0.00009945278,0.00009460862],"category_scores_gemma":[0.00002394946,0.0001171023,0.00007159082,0.0001158811,0.00001853905,0.001531604,0.00001095331,0.0001317646,0.0000468947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001164032,"about_ca_system_score_gemma":0.000003283875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001725901,"about_ca_topic_score_gemma":0.000003716305,"domain_scores_codex":[0.9990515,0.00003764925,0.0003814297,0.00008120589,0.000293135,0.0001550882],"domain_scores_gemma":[0.9995604,0.00003471349,0.0001080811,0.0001076975,0.0001091126,0.00008005973],"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":[0.0003535811,0.0004180872,0.003473945,0.0004810442,0.0004766974,0.00000197874,0.005168405,0.6985638,0.2586806,0.003671612,0.005111572,0.02359871],"study_design_scores_gemma":[0.002488283,0.0002286779,0.01609138,0.0001655487,0.00008946658,0.0000472149,0.0004131482,0.8757551,0.09599354,0.0002715357,0.008166479,0.0002896705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8424094,0.00008052382,0.1242049,0.00107863,0.001322528,0.0003323543,0.0001450073,0.0003044308,0.0301222],"genre_scores_gemma":[0.9990588,0.0001407734,0.00006291746,0.000088764,0.0003169908,0.00002415338,0.0002334999,0.00001288079,0.00006126407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1771913,"threshold_uncertainty_score":0.4775294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106210381711922,"score_gpt":0.2135229160956345,"score_spread":0.2024608122785153,"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."}}