{"id":"W2750585906","doi":"10.18599/grs.19.3.3","title":"Using Horizontal Wells for Chemical EOR: Field Cases","year":2017,"lang":"en","type":"article","venue":"Georesursy","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Geology; Field (mathematics); Petrology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001568165,0.0001120594,0.0001420966,0.00003419995,0.0001265272,0.00008944851,0.0002050451,0.00009786931,0.00003033442],"category_scores_gemma":[0.000448296,0.0001125202,0.00007935405,0.00001986549,0.00001956392,0.0001142206,0.00003010648,0.00009729739,0.000009393435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002788043,"about_ca_system_score_gemma":0.00000747388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003326617,"about_ca_topic_score_gemma":0.000002652083,"domain_scores_codex":[0.9994326,0.000007318697,0.0001293955,0.0001201793,0.00008301716,0.0002274473],"domain_scores_gemma":[0.9992332,0.0002681296,0.00002342849,0.0003795299,0.00002561528,0.00007011526],"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":[0.0001032079,0.0000297112,0.003395382,0.0002973017,0.0001097149,0.00005328283,0.0001932976,0.8749937,0.08476222,0.002296949,0.009690441,0.02407483],"study_design_scores_gemma":[0.0008427448,0.00004968238,0.0007372017,0.00004594008,0.00002688644,0.00002886096,0.00001416953,0.845764,0.1186067,0.0006893298,0.03283435,0.0003601061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.864399,0.0001319649,0.1301747,0.0000583501,0.0008820191,0.0001338602,0.0000220016,0.0002027431,0.003995284],"genre_scores_gemma":[0.9548805,0.000007937208,0.04451543,0.0000110877,0.0003744549,0.00001027511,0.000006693241,0.00002912132,0.0001644543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09048151,"threshold_uncertainty_score":0.4588441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06464094167776928,"score_gpt":0.3496874468595009,"score_spread":0.2850465051817316,"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."}}