{"id":"W3198883679","doi":"10.1190/segam2021-3583256.1","title":"Moment-tensor inversion of hydraulic fracturing-induced events in a Montney reservoir, northeastern British Columbia","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Moment tensor; Hydraulic fracturing; Inversion (geology); Geology; Seismology; Amplitude; Geophysics; Petroleum engineering; Physics; Deformation (meteorology)","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":[0.0001316777,0.0003374152,0.0001665718,0.0006511785,0.0005156175,0.0005183148,0.0004950681,0.0003131155,0.001506002],"category_scores_gemma":[0.0008870748,0.0001890412,0.000168519,0.0007699846,0.0002544893,0.0003053522,0.0002835801,0.0003313484,0.0001424161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002257788,"about_ca_system_score_gemma":0.002897643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7198077,"about_ca_topic_score_gemma":0.840526,"domain_scores_codex":[0.9999256,0.000005705774,0.000005192026,0.00001357173,0.00002352156,0.00002635906],"domain_scores_gemma":[0.9997777,0.00004137619,0.00002264499,0.0000146829,0.0001099158,0.00003363453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008341567,0.0004766035,0.4041503,0.0001650837,0.0002130534,0.003040685,0.001288247,0.3157825,0.1484293,0.001762081,0.00384382,0.1200141],"study_design_scores_gemma":[0.00009476125,0.00004132861,0.3896038,0.0000193184,0.00004355782,0.0001447499,0.0007810903,0.5954592,0.01216254,0.0002917686,0.001303189,0.00005467117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975497,0.00001406044,0.0006128718,0.00006118624,0.000002273126,0.000008985157,0.000350155,0.00010013,0.001300766],"genre_scores_gemma":[0.9983466,0.00001187466,0.0008750287,0.000006048878,8.559341e-7,0.000002793067,0.0002953566,0.00001158583,0.0004499542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2801923,"threshold_uncertainty_score":0.5636847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569475389716929,"score_gpt":0.2120568024301932,"score_spread":0.1963620485330239,"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."}}