{"id":"W6903269313","doi":"","title":"An integrated approach to characterize hydraulic fracturing-induced seismicity in shale reservoirs","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Geomechanics; Poromechanics; Pore water pressure; Oil shale; Microseism; Stress field; Permeability (electromagnetism)","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":[0.0001356197,0.0004684238,0.0003169375,0.001285498,0.0001660538,0.0003731491,0.0004074082,0.0003598725,0.0005942046],"category_scores_gemma":[0.0003066553,0.0002391696,0.0003887383,0.0008767893,0.0001373876,0.0005861681,0.0005075272,0.00021873,0.00008376368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003434131,"about_ca_system_score_gemma":0.0004874216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645439,"about_ca_topic_score_gemma":0.01413606,"domain_scores_codex":[0.9999052,0.00001048463,0.000007136148,0.0000277688,0.00003213305,0.0000171312],"domain_scores_gemma":[0.9999002,0.00001886811,0.00002458098,0.0000109361,0.00003183632,0.00001352699],"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":[0.0002266682,0.0002985391,0.1032536,0.0002069626,0.000253858,0.0004812817,0.0005183625,0.6152729,0.1214155,0.00189548,0.0002967946,0.1558799],"study_design_scores_gemma":[0.000008796114,0.00008174105,0.03749732,0.000008396891,0.00004228199,0.00004603361,0.0001467579,0.9552162,0.005999751,0.0004943245,0.0004384357,0.00002007863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139265,0.0002156199,0.1827021,0.00005275047,0.00001134328,0.0000646168,0.000484958,0.0004408419,0.002101291],"genre_scores_gemma":[0.9716601,0.0001041569,0.02738628,0.00001102304,0.000006415555,0.0000334755,0.0002979859,0.0000169341,0.0004835534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006645439,"threshold_uncertainty_score":0.01321352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937972752572476,"score_gpt":0.2813895881012687,"score_spread":0.252009860575544,"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."}}