{"id":"W2173874202","doi":"10.1190/tle34080912.1","title":"Constraining geomechanical models by using microseismic-derived fractures from source mechanisms","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Microseism; Geology; Reservoir modeling; Fracture (geology); Hydraulic fracturing; Inversion (geology); Seismology; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004102226,0.0004811452,0.0003086819,0.0005353109,0.0002561656,0.000750722,0.0007258028,0.0008267172,0.0008106368],"category_scores_gemma":[0.001871798,0.0005259494,0.0004765776,0.0003503539,0.0004615544,0.0005243421,0.0004896891,0.0006282862,0.0002067059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621701,"about_ca_system_score_gemma":0.001270714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357895,"about_ca_topic_score_gemma":0.01314239,"domain_scores_codex":[0.9998913,0.00002252416,0.000009465365,0.00003520011,0.00002176703,0.00001972772],"domain_scores_gemma":[0.9994866,0.0002923105,0.00009300649,0.0000474168,0.00005374923,0.0000268326],"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":[0.000007777458,0.000008037176,0.001282805,0.000002703455,0.000003336307,0.000006845123,0.000004905275,0.9960001,0.0007652522,0.0002642992,0.00001713406,0.001636867],"study_design_scores_gemma":[0.000001191975,0.000001896289,0.000243267,7.532373e-7,7.673562e-7,0.000001365761,0.000001837934,0.9992688,0.0002498918,0.0002044918,0.00002413028,0.000001588058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4180253,0.00005588165,0.5781422,0.0001615437,0.00001069709,0.00005586044,0.0003916829,0.0005870779,0.002569826],"genre_scores_gemma":[0.9521473,0.00003242436,0.04701282,0.00001725195,0.000007377953,0.00006455711,0.0002409905,0.00006485547,0.000412347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01357895,"threshold_uncertainty_score":0.02699983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05368427695839318,"score_gpt":0.2565739807387689,"score_spread":0.2028897037803757,"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."}}