{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780527,0.0004163909,0.000270333,0.0003779752,0.0001854454,0.0004322639,0.0003283494,0.0004464709,0.0006929299],"category_scores_gemma":[0.000703619,0.0002474657,0.0003351922,0.000221806,0.0002556937,0.0002495426,0.0002488571,0.0003276034,0.00008329746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007797947,"about_ca_system_score_gemma":0.0006730937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02114414,"about_ca_topic_score_gemma":0.01395605,"domain_scores_codex":[0.9999175,0.00001224266,0.000005491626,0.00002076404,0.00002440207,0.00001953693],"domain_scores_gemma":[0.9996731,0.0001528012,0.0000563918,0.00002038083,0.00005939768,0.00003799164],"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":[0.00004366944,0.00002650596,0.01261429,0.000007475086,0.000009097764,0.00003000812,0.00001071406,0.9814397,0.003240292,0.0001078783,0.00003566749,0.002434689],"study_design_scores_gemma":[0.000002764862,0.00002041978,0.003043915,6.3314e-7,0.000002319551,0.000002471108,0.000003923115,0.995434,0.001443507,0.00002705375,0.00001666967,0.000002302193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881684,0.00001321771,0.01077555,0.00001722496,0.000004333352,0.00001390491,0.0001780166,0.0001246765,0.0007046253],"genre_scores_gemma":[0.998752,0.000005022717,0.001049904,0.000001201845,5.32204e-7,0.000003945907,0.00005850655,0.000004129175,0.0001247865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02114414,"threshold_uncertainty_score":0.04204214,"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."}}