{"id":"W1974270593","doi":"10.2118/86480-ms","title":"Application of New Fracturing Technique Improves Stimulation Success for Openhole Horizontal Completions","year":2004,"lang":"en","type":"article","venue":"SPE International Symposium and Exhibition on Formation Damage Control","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Well stimulation; Submarine pipeline; Process (computing); Geology; Hydraulic fracturing; Petroleum engineering; Completion (oil and gas wells); Computer science; Petroleum; Geotechnical engineering; Reservoir engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003983976,0.0003894486,0.0003210274,0.0005644584,0.0003048696,0.0003815981,0.0004342265,0.0002748349,0.006059765],"category_scores_gemma":[0.0007347275,0.0001380878,0.000292687,0.0002496592,0.0003057877,0.0004701376,0.0005142696,0.000436145,0.001005731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508022,"about_ca_system_score_gemma":0.0003522563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005095323,"about_ca_topic_score_gemma":0.001019799,"domain_scores_codex":[0.999551,0.00004117795,0.0000343571,0.00006979247,0.0002292433,0.00007442965],"domain_scores_gemma":[0.9995031,0.0001371953,0.0001138925,0.00006673629,0.0001238423,0.00005523523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003321534,0.0002590551,0.003477981,0.000247677,0.00001312251,0.0004882278,0.0002239418,0.00134589,0.9100726,0.0004236248,0.0006198799,0.08249587],"study_design_scores_gemma":[0.00006847293,0.004407252,0.04259198,0.0000481174,0.0000604979,0.002323474,0.0003846106,0.007211508,0.9243756,0.0004257296,0.01803067,0.00007214287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289476,0.001434936,0.06071188,0.0001452552,0.0001624323,0.0001925152,0.0001149058,0.0007699493,0.007520378],"genre_scores_gemma":[0.9697027,0.0006415494,0.02467408,0.00004916852,0.00005038644,0.00005704938,0.0001438051,0.0001400965,0.004541179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006059765,"threshold_uncertainty_score":0.02027196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006161345925563735,"score_gpt":0.2364214894187877,"score_spread":0.2302601434932239,"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."}}