{"id":"W2028552569","doi":"10.2118/87283-ms","title":"Cementing the deepest 20 inch Casing in Abu Dhabi using a combination of Noval Light Weight Slurry and Fiber","year":2000,"lang":"en","type":"article","venue":"Abu Dhabi International Petroleum Exhibition and Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Casing; Slurry; Petroleum engineering; Drilling; Drill pipe; Abu dhabi; Completion (oil and gas wells); Volume (thermodynamics); Clogging; Geotechnical engineering; Environmental science; Geology; Materials science; Composite material; Metallurgy","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":[0.0001837092,0.0001514898,0.0001510456,0.0001519579,0.00008017679,0.00008735665,0.0001002629,0.00006523432,0.0003243801],"category_scores_gemma":[0.00001398834,0.0001423469,0.00003172586,0.0001103021,0.00005184378,0.0002562054,0.00002811216,0.0001855012,0.000007161047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005637634,"about_ca_system_score_gemma":0.00001436484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006872972,"about_ca_topic_score_gemma":0.00004201183,"domain_scores_codex":[0.999099,0.00002315988,0.000319607,0.0001790032,0.0002064075,0.0001727801],"domain_scores_gemma":[0.9996797,0.00006390446,0.00005243796,0.00009280293,0.00006870949,0.00004244131],"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":[0.0001932622,0.0004167372,0.02921582,0.0006778648,0.000401668,0.00006593803,0.007654549,0.6414939,0.15945,0.03217804,0.0006160794,0.1276362],"study_design_scores_gemma":[0.0009081811,0.00002904322,0.007820114,0.0004069544,0.00001844999,0.00004564954,0.0001723659,0.982889,0.003404512,0.0008305188,0.00323691,0.0002382978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797636,0.0002272075,0.004208284,0.00025507,0.0001982421,0.00007522492,0.000009553985,0.00005796696,0.01520488],"genre_scores_gemma":[0.9989403,0.0002021389,0.0003655792,0.00003584011,0.00007576484,0.000009012053,0.00002272613,0.00001780229,0.0003307913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3413951,"threshold_uncertainty_score":0.580474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008034237259208966,"score_gpt":0.2006908652522445,"score_spread":0.1926566279930355,"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."}}