{"id":"W2904926401","doi":"10.2118/193783-ms","title":"Thru-Tubing Conveyed Rigless ESP Technology: A 20-Year Case History of Wireline Retrievable ESPs.","year":2018,"lang":"en","type":"article","venue":"SPE International Heavy Oil Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Submersible pump; Artificial lift; Engineering; Coiled tubing; Electric motor; Hydraulic pump; Petroleum engineering; Tractor; Mandrel; Marine engineering; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001625394,0.0001262729,0.0001595498,0.000262651,0.00004262014,0.00002007595,0.00009491323,0.0001310131,0.0003701184],"category_scores_gemma":[0.00003871471,0.000132622,0.00003099718,0.0001209618,0.0002535584,0.0002472831,0.00003611205,0.0001631477,0.00002925662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620223,"about_ca_system_score_gemma":0.00004975498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087396,"about_ca_topic_score_gemma":0.00008363886,"domain_scores_codex":[0.9992152,0.00001277253,0.0002677862,0.0002103596,0.0001532231,0.0001406522],"domain_scores_gemma":[0.9993178,0.0000151019,0.00006708737,0.0001502719,0.0004078497,0.00004187788],"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":[0.0007125796,0.0003373145,0.001817319,0.0007576244,0.0003210686,0.0003566846,0.003491789,0.0000845895,0.2106302,0.05039381,0.06793489,0.6631622],"study_design_scores_gemma":[0.00155157,0.0005565308,0.0001143323,0.0007766164,0.00005205805,0.001240914,0.001071525,0.01833212,0.8509519,0.03098733,0.09365486,0.0007102041],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411635,0.0008752124,0.00370665,0.002692627,0.002200802,0.0001200084,0.00008478389,0.0008008524,0.04835561],"genre_scores_gemma":[0.9953941,0.0005939874,0.001645961,0.0000503968,0.0002640483,0.00001311676,0.00003851952,0.00001599357,0.001983861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.662452,"threshold_uncertainty_score":0.540817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795419639798798,"score_gpt":0.24115767520653,"score_spread":0.223203478808542,"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."}}