{"id":"W2079949445","doi":"10.2118/95729-ms","title":"New High-Performance Completion Packer Selection and Deployment for Holstein and Mad Dog Deepwater Gulf of Mexico Projects","year":2005,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Wireline; Completion (oil and gas wells); Software deployment; Engineering; Flexibility (engineering); Deepwater drilling; Petroleum engineering; Casing; Deep water; Production (economics); Marine engineering; Drilling; Mechanical engineering; Telecommunications","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":[0.00008232958,0.0001284325,0.0001800951,0.00006419299,0.00004728639,0.00002187535,0.00002571028,0.00007841854,0.000008939674],"category_scores_gemma":[0.000009275145,0.0001144668,0.00001500412,0.00006140496,0.00003303265,0.0001927933,0.00003376196,0.00008665276,9.807509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001896667,"about_ca_system_score_gemma":0.000007037428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003547816,"about_ca_topic_score_gemma":0.00009865622,"domain_scores_codex":[0.9994291,0.000005429063,0.0001729078,0.0001566427,0.00008092823,0.0001549816],"domain_scores_gemma":[0.999795,0.00001977303,0.00002191086,0.00005733255,0.00005787031,0.00004815521],"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":[0.0004345385,0.0001964556,0.02187557,0.002746596,0.0002446624,0.000003218118,0.00236972,0.004780405,0.2448099,0.03206608,0.03166102,0.6588118],"study_design_scores_gemma":[0.005393867,0.003514319,0.3586622,0.001004227,0.0002801365,0.0001187489,0.0004956325,0.1177006,0.4721312,0.00593101,0.03292241,0.001845693],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533896,0.0001969538,0.04536686,0.0003034122,0.00003580056,0.0003039217,0.00001618909,0.000159346,0.0002279092],"genre_scores_gemma":[0.9927752,0.0006730277,0.006315629,0.00002315899,0.00009507951,0.0000315879,0.00002120898,0.0000129116,0.00005221389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6569661,"threshold_uncertainty_score":0.4667819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408967596240649,"score_gpt":0.2290050816376766,"score_spread":0.2149154056752701,"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."}}