{"id":"W4297916406","doi":"10.2118/210287-ms","title":"An Integrated Method to Mitigate Hazards from Hydraulic Fracturing-Induced Earthquakes in the Duvernay Shale Play","year":2022,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Geology; Precambrian; Seismology; Basement; Microseism; Rock mass classification; Oil shale; Mining engineering; Petrology; Geotechnical engineering; Geochemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003475563,0.0007789896,0.0006076348,0.001492263,0.0002566186,0.0004785205,0.0006173954,0.0003517433,0.001334944],"category_scores_gemma":[0.0006420657,0.0002721339,0.0004469877,0.0005531088,0.0001423158,0.0003765201,0.0005571008,0.000245038,0.0002173528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003495904,"about_ca_system_score_gemma":0.0006598397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142537,"about_ca_topic_score_gemma":0.02086634,"domain_scores_codex":[0.9997961,0.00002344247,0.00001350254,0.0000567517,0.00007580158,0.00003445528],"domain_scores_gemma":[0.9997573,0.00004123833,0.00005925297,0.00001310225,0.0001070144,0.00002210858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000512707,0.0004944801,0.03215778,0.0002841107,0.0002051852,0.000309048,0.0003377516,0.2323008,0.07919225,0.0007935382,0.0009017587,0.6525106],"study_design_scores_gemma":[0.00002080552,0.0002861753,0.01672675,0.00001202211,0.0001050984,0.0000425124,0.000204692,0.9726011,0.008872932,0.0002299019,0.00087559,0.00002248482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5355035,0.0004172357,0.458253,0.0001595527,0.00004627691,0.0001638479,0.0002838072,0.002006153,0.003166638],"genre_scores_gemma":[0.9100733,0.0001218679,0.08725524,0.00002337515,0.00001630201,0.00005518641,0.0002307071,0.00004108018,0.002182995],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9885746,"threshold_uncertainty_score":0.02271777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439573314739677,"score_gpt":0.2673377756667995,"score_spread":0.2529420425194027,"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."}}