{"id":"W3095881961","doi":"10.2118/202960-ms","title":"Interpretation of Mini-Frac and Flowback Pressure Response: Application to Unconventional Reservoirs in the UAE","year":2020,"lang":"en","type":"article","venue":"","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Haliburton Forest & Wild Life Reserve","funders":"","keywords":"Petroleum engineering; Oil shale; Hydraulic fracturing; Geology; Permeability (electromagnetism); Well stimulation; Transient analysis; Geothermal gradient; Geomechanics; Enhanced oil recovery; Unconventional oil; Oil field; Geotechnical engineering; Petrology; Reservoir engineering; Petroleum; Engineering; Geophysics; Transient response","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":[0.0003836899,0.0004569869,0.0004089458,0.001444853,0.000465694,0.0006504519,0.0006896647,0.0006806328,0.001173462],"category_scores_gemma":[0.0009483547,0.0002219129,0.0002110518,0.001216218,0.0002903687,0.0006281369,0.0003975504,0.0004706236,0.0001973381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005690082,"about_ca_system_score_gemma":0.0003455061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206947,"about_ca_topic_score_gemma":0.01570684,"domain_scores_codex":[0.999873,0.00001985588,0.000009672038,0.00003647781,0.00004111386,0.00001978334],"domain_scores_gemma":[0.9995772,0.000120886,0.00005395596,0.00005295475,0.0001555483,0.00003947261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001059717,0.0007013901,0.3452036,0.0004400229,0.0001355092,0.002583032,0.001897064,0.1506983,0.2969395,0.001659644,0.001781422,0.1969008],"study_design_scores_gemma":[0.00003094765,0.0002035284,0.2728536,0.00003975826,0.00003687865,0.0002850053,0.0008414629,0.6646634,0.05843193,0.0004969602,0.002017312,0.00009917763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838951,0.0001309527,0.01261585,0.0001012501,0.00002067243,0.00003078894,0.0005819164,0.0008459336,0.001777529],"genre_scores_gemma":[0.9945753,0.0000341657,0.005034067,0.00001647435,0.00000628505,0.000009792429,0.00009110315,0.00001934219,0.0002134255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206947,"threshold_uncertainty_score":0.02399844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007026492833107787,"score_gpt":0.2307325025875178,"score_spread":0.22370600975441,"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."}}