{"id":"W2898744128","doi":"10.2118/1118-0091-jpt","title":"Huff 'n' Puff Gas-Injection Pilot Improves Oil Recovery in the Eagle Ford","year":2018,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eagle; Oil shale; Fossil fuel; Geology; Cretaceous; Petroleum engineering; Paleontology; Engineering; Waste management","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":[0.0008262622,0.0001247683,0.0002366206,0.0007338161,0.00004470395,0.00003053203,0.0003614229,0.0001558242,0.00001951892],"category_scores_gemma":[0.0002626568,0.00009345615,0.00007418579,0.0004920487,0.00005918274,0.0001728118,0.00002300867,0.000633365,0.00001290545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009391921,"about_ca_system_score_gemma":0.00002256126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006239361,"about_ca_topic_score_gemma":0.00001966115,"domain_scores_codex":[0.9990104,0.00004956126,0.0004420847,0.0000886317,0.0001670899,0.0002422151],"domain_scores_gemma":[0.9994116,0.000111707,0.0001124496,0.0002469272,0.00008773915,0.00002959455],"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":[0.0001961888,0.0001390046,0.002457336,0.0001057293,0.0001434041,0.00006016019,0.0002826232,0.7399852,0.1139601,0.001069268,0.003076824,0.1385242],"study_design_scores_gemma":[0.006349843,0.01226989,0.01222159,0.0003854842,0.0001276841,0.002474609,0.001860909,0.6785412,0.0497556,0.02744334,0.2074841,0.001085697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574661,0.0004756302,0.03794594,0.0007913138,0.0009880806,0.00002407543,8.271227e-7,0.000136304,0.002171691],"genre_scores_gemma":[0.9883498,0.0001974448,0.01080582,0.00002961739,0.0004097134,0.000005927145,3.684853e-7,0.00002363663,0.0001776928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2044073,"threshold_uncertainty_score":0.3811031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212518897534893,"score_gpt":0.2521224972301976,"score_spread":0.2399973082548487,"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."}}