{"id":"W2211250677","doi":"10.2118/113173-ms","title":"ESP Operation, Optimization, and Performance Review: ConocoPhillips China Inc. Bohai Bay Project","year":2007,"lang":"en","type":"article","venue":"","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Artificial lift; Submarine pipeline; Submersible pump; Environmental science; Subsea; Petroleum engineering; Oil field; Petroleum; Engineering; Marine engineering; Geology; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002743023,0.0009795723,0.0008910923,0.002802367,0.0002548881,0.001082988,0.0009422114,0.0006424225,0.002894147],"category_scores_gemma":[0.002481932,0.0003903169,0.0006612013,0.004748397,0.0002135762,0.0008564121,0.0003312992,0.0004780183,0.0006848472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156733,"about_ca_system_score_gemma":0.003197481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029936,"about_ca_topic_score_gemma":0.01143316,"domain_scores_codex":[0.9990631,0.0001818035,0.000108576,0.00009274657,0.0004915281,0.00006222443],"domain_scores_gemma":[0.9966481,0.0005831831,0.0002977201,0.00005670459,0.002325146,0.00008911022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003814426,0.0002711797,0.001411442,0.0150948,0.0002611498,0.0001310775,0.00006522845,0.0106924,0.003857133,0.002220126,0.03009592,0.9355181],"study_design_scores_gemma":[0.0001388177,0.00527137,0.02470697,0.01074946,0.001348376,0.000522756,0.0004896544,0.01317224,0.02007333,0.001374618,0.9220254,0.0001270227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01331055,0.9720798,0.002535227,0.001011981,0.0003169361,0.00009588706,0.0004056776,0.00005043592,0.01019359],"genre_scores_gemma":[0.0611964,0.9258927,0.003320253,0.0003553603,0.0003602562,0.00009129629,0.001003062,0.00003777825,0.007742889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01029936,"threshold_uncertainty_score":0.02047879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006133248585137416,"score_gpt":0.2236677059824771,"score_spread":0.2175344573973397,"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."}}