{"id":"W2050752062","doi":"10.2118/77801-ms","title":"ESP Design Changes for High GLR and High Sand Production; Apache Stag Project","year":2002,"lang":"en","type":"article","venue":"SPE Asia Pacific Oil and Gas Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Petroleum engineering; Production (economics); Oil production; Completion (oil and gas wells); High pressure; Fossil fuel; Environmental science; Computer science; Geology; Engineering; Waste management","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":[],"consensus_categories":[],"category_scores_codex":[0.0001889225,0.0002148181,0.0002155344,0.0001354365,0.0001695686,0.0001245388,0.00003373192,0.0001132731,0.00003573018],"category_scores_gemma":[0.00002288399,0.0001926501,0.00001798894,0.0001191098,0.0001222084,0.0002634964,0.00001494881,0.0001167648,0.000003395444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015724,"about_ca_system_score_gemma":0.000007261506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003445299,"about_ca_topic_score_gemma":0.00001608724,"domain_scores_codex":[0.9990762,0.00003236565,0.0001607166,0.0003850979,0.0001005464,0.0002450651],"domain_scores_gemma":[0.9996378,0.0000250647,0.00004038979,0.0001454647,0.00008157518,0.00006968492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005341761,0.00004159322,0.00008538063,0.000431394,0.00003517137,0.00000245968,0.001536031,0.000009282609,0.0156132,0.001212742,0.01057418,0.9704052],"study_design_scores_gemma":[0.002704301,0.002011789,0.001431589,0.0006413326,0.000262571,0.0003529921,0.005009229,0.0051058,0.8738232,0.07014968,0.0365627,0.0019448],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208117,0.008434407,0.01282317,0.03512108,0.00174727,0.001801787,0.0002422698,0.002502885,0.01651542],"genre_scores_gemma":[0.9793876,0.01457918,0.00368931,0.00002217826,0.0003136297,0.0001576186,0.00003358855,0.00002450241,0.001792326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9684603,"threshold_uncertainty_score":0.7856043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505317529668453,"score_gpt":0.2230142410509291,"score_spread":0.1879610657542445,"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."}}