{"id":"W4220873073","doi":"10.2118/208997-ms","title":"Interventions in Challenging Low Pressure Horizontal Producers with Known Casing Deformation: A Case Study Comparing Conveyance Methods for Successful Installation of Toe Gas Lift Systems","year":2022,"lang":"en","type":"article","venue":"SPE/ICoTA Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workover; Casing; Gas lift; Marine engineering; Wellbore; Petroleum engineering; Towing; Lift (data mining); Drag; Torque; Engineering; Artificial lift; Drilling; Drill pipe; Offset (computer science); Wellhead; Installation; Mechanical engineering; Computer science; Aerospace engineering","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":[0.0008183289,0.0002091654,0.0003534346,0.0003347733,0.0001808605,0.0001084925,0.00009315375,0.00004789166,0.00003087288],"category_scores_gemma":[0.00001671012,0.0002285876,0.0001090725,0.0002580821,0.00002938711,0.0004921037,0.00006190957,0.0002486043,7.210531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192408,"about_ca_system_score_gemma":0.00001621722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006342398,"about_ca_topic_score_gemma":0.0004431617,"domain_scores_codex":[0.9984984,0.0001552915,0.000673205,0.000289307,0.0001531731,0.0002306075],"domain_scores_gemma":[0.9994053,0.00005622846,0.0001908421,0.0001771469,0.0001184439,0.00005198702],"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":[0.0001113037,0.0003311028,0.002651727,0.0050365,0.0001511606,0.00003601959,0.00443936,0.9710891,0.0007753168,0.001130047,0.00001537053,0.01423304],"study_design_scores_gemma":[0.001814818,0.0006008178,0.0002757564,0.001676796,0.00009462026,0.0002977386,0.02203482,0.9716147,0.001114515,0.00005730915,0.0001428273,0.0002752907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6792868,0.0008338618,0.3181229,0.00001722346,0.0004013802,0.0008944378,0.00001746228,0.000108229,0.0003176383],"genre_scores_gemma":[0.9985704,0.00004310227,0.0008823451,0.000001250818,0.00005121969,0.000308111,0.00007896964,0.00003209452,0.00003254502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3192835,"threshold_uncertainty_score":0.9321532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355764847200429,"score_gpt":0.2950426826417894,"score_spread":0.2614850341697851,"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."}}