{"id":"W2052285322","doi":"10.2118/166209-pa","title":"Intelligent Completion Inside Uncemented Liner For Selective High-Rate Carbonate Matrix Acidizing","year":2014,"lang":"en","type":"article","venue":"SPE Drilling & Completion","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Completion (oil and gas wells); Workover; Petroleum engineering; Well stimulation; Drilling; Drilling fluid; Geology; Water injection (oil production); Directional drilling; Oil field; Petroleum; Engineering; Reservoir 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005353626,0.0002761571,0.0004029483,0.0002509785,0.000220338,0.00007941123,0.0001597618,0.0001162971,0.00002941089],"category_scores_gemma":[0.0001256781,0.0002675381,0.0001704527,0.0003219026,0.00003528358,0.00009647629,0.00003231643,0.0002454846,0.00006580663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361652,"about_ca_system_score_gemma":0.00001148112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003141998,"about_ca_topic_score_gemma":0.0001546786,"domain_scores_codex":[0.9984503,0.00009427421,0.0004471065,0.0003484284,0.0002394678,0.0004203914],"domain_scores_gemma":[0.9990997,0.000223221,0.000102218,0.0002740494,0.0002002509,0.00010053],"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":[0.00003102164,0.00002166519,0.000162518,0.0001046303,0.0001469695,8.637288e-7,0.000187137,0.9727899,0.02441995,0.0004529277,0.0005242241,0.001158154],"study_design_scores_gemma":[0.0004602253,0.00008047999,0.001465792,0.00009618665,0.0000996734,0.000002197075,0.00003851835,0.9314274,0.0317285,0.001509171,0.03275054,0.0003412861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.231556,0.0001514397,0.7653546,0.0003242906,0.0006977214,0.0003450506,0.00002174913,0.0005225786,0.001026605],"genre_scores_gemma":[0.9933386,0.0001133679,0.005236939,0.0000819909,0.0005531152,0.00004345095,0.0004503865,0.00006447698,0.0001176322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7617826,"threshold_uncertainty_score":0.9999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457166141512452,"score_gpt":0.2438979964808833,"score_spread":0.2293263350657588,"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."}}