{"id":"W2900657966","doi":"10.2118/191125-pa","title":"Determination of Performance of Multiple-Fracture Horizontal Well by Incorporating Fracture-Fluid Leakoff","year":2018,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Amirkabir University of Technology","keywords":"Fracture (geology); Hydraulic fracturing; Comminution; Fracturing fluid; Petroleum engineering; Geology; Fluid dynamics; Geotechnical engineering; Mechanics; Materials science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009221307,0.0003077749,0.0004278923,0.0003478206,0.00008748101,0.00002710324,0.0003272266,0.0002270509,0.0002122686],"category_scores_gemma":[0.0003459942,0.0002987231,0.0001469839,0.0005420235,0.00006943171,0.0004211284,0.00005202015,0.0003128261,0.00002638285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822615,"about_ca_system_score_gemma":0.00005313022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007812135,"about_ca_topic_score_gemma":0.00003339276,"domain_scores_codex":[0.9977484,0.0000570979,0.0007108538,0.0002787957,0.000871201,0.0003336691],"domain_scores_gemma":[0.998603,0.0001517611,0.0002165242,0.0004762881,0.0004446272,0.0001078246],"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":[0.00002139358,0.00002720965,0.001067329,0.0002810525,0.00007342824,6.414205e-7,0.0002636477,0.9182745,0.07685812,0.000002756201,0.0003890237,0.002740878],"study_design_scores_gemma":[0.0004024581,0.0001155061,0.001188446,0.0001402597,0.00006739924,0.000002523923,0.00003844439,0.7271463,0.2672293,0.00001140937,0.003444611,0.0002132975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612018,0.000825602,0.1358361,0.00007946547,0.000269653,0.0003291623,0.00001436452,0.0001886207,0.001255164],"genre_scores_gemma":[0.9941804,0.000106715,0.005169808,0.00001080776,0.000282727,0.00002853464,0.0001039074,0.00006768943,0.00004944104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911282,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029869208860217,"score_gpt":0.2419119451086266,"score_spread":0.2316132530200244,"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."}}