{"id":"W1971670325","doi":"10.2118/140525-ms","title":"Single Versus Multiwell Microseismic Recording: What Effect Monitoring Configureation Has On Interpretation","year":2011,"lang":"en","type":"article","venue":"SPE Hydraulic Fracturing Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Geophone; Microseism; Decimation; Azimuth; Geology; Fracture (geology); Seismic array; Event (particle physics); Noise (video); Seismology; Acoustics; Geodesy; Computer science; Mathematics; Geotechnical engineering; Geometry; Artificial intelligence; Physics; Telecommunications","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":[0.003595206,0.0004045966,0.0005741524,0.0005753414,0.0002748805,0.001731234,0.0005634825,0.0007690651,0.001600794],"category_scores_gemma":[0.01715004,0.0002290035,0.000305254,0.0008959421,0.0004573944,0.001396752,0.0007036894,0.0003782083,0.0005438018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736883,"about_ca_system_score_gemma":0.0003214359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744763,"about_ca_topic_score_gemma":0.005558745,"domain_scores_codex":[0.9971082,0.0009281593,0.0002881883,0.0007396509,0.0007634859,0.0001723016],"domain_scores_gemma":[0.9806503,0.01067488,0.003044019,0.002150229,0.003183514,0.0002971072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005211394,0.0001704371,0.3564838,0.001212655,0.0005351869,0.0004997451,0.001505675,0.01321,0.2318292,0.0007038533,0.002558177,0.3860798],"study_design_scores_gemma":[0.00009987487,0.000964948,0.8057859,0.0002288213,0.0004632139,0.0006383345,0.002615371,0.05363643,0.1277498,0.001560009,0.006118892,0.0001384213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438145,0.001460683,0.04777409,0.0005731283,0.0001461359,0.00006499187,0.001205899,0.0006256711,0.004334912],"genre_scores_gemma":[0.9742546,0.0002948974,0.02401533,0.000118144,0.00005998488,0.00001835212,0.0003894695,0.0001201119,0.0007291806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003595206,"threshold_uncertainty_score":0.01901346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186046791587765,"score_gpt":0.2370367572826582,"score_spread":0.2051762893667806,"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."}}