{"id":"W2794541189","doi":"10.1190/tle37040262.1","title":"Microseismic monitoring of Vaca Muerta completions in the Neuquén Basin, Argentina","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Geophone; Geology; Oil shale; Structural basin; Microseism; Tight oil; Block (permutation group theory); Petroleum engineering; Seismology; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003555661,0.0001019186,0.0001545034,0.00008953503,0.000152544,0.00002978667,0.0004344529,0.00004327511,0.00002875855],"category_scores_gemma":[0.00004467284,0.00006165586,0.0000834961,0.0003402782,0.00009669879,0.00004090204,0.000031271,0.0002313186,0.000144909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003083137,"about_ca_system_score_gemma":0.000007724792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907687,"about_ca_topic_score_gemma":0.00004150632,"domain_scores_codex":[0.9993012,0.0000628239,0.000188294,0.00009846732,0.0001186788,0.000230527],"domain_scores_gemma":[0.9993828,0.0001549454,0.0000299302,0.0003802164,0.00002491621,0.00002721662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005940219,0.000462829,0.1218513,0.000780552,0.001016416,0.00005192092,0.08043882,0.4220707,0.225129,0.0009505911,0.1307974,0.01639109],"study_design_scores_gemma":[0.001175952,0.0001392855,0.2635247,0.0007579922,0.0003677113,0.00007133238,0.003481734,0.1373015,0.1896484,0.001037992,0.4014409,0.001052511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910171,0.0002635572,0.001593745,0.000828301,0.0004842471,0.00008118161,0.000002954778,0.0000743434,0.005654538],"genre_scores_gemma":[0.9986879,0.00004117056,0.0001284354,0.00006648446,0.0004469422,0.000007473428,0.000002234783,0.00001790728,0.0006014822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847692,"threshold_uncertainty_score":0.2514253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153449424679925,"score_gpt":0.2566667742254127,"score_spread":0.2351322799786135,"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."}}