{"id":"W3120544796","doi":"10.2118/201315-ms","title":"Design for Reliability: Purpose Driven Sand Control Methods for Cased and Perforated Wells","year":2020,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Completion (oil and gas wells); Casing; Perforation; Pressure drop; Reliability (semiconductor); Pressure control; Geotechnical engineering; Petroleum engineering; Geology; Engineering; Mechanical engineering; Mechanics; Power (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348595,0.0005456785,0.0003238438,0.0004793303,0.000235681,0.0005497351,0.001049068,0.0004180121,0.001869189],"category_scores_gemma":[0.001648127,0.0003133376,0.00038412,0.0001844659,0.0004303809,0.0004002335,0.000529429,0.0003771267,0.0003732332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004659251,"about_ca_system_score_gemma":0.0005650481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216675,"about_ca_topic_score_gemma":0.00124073,"domain_scores_codex":[0.9992508,0.0001194925,0.0000427202,0.0001215046,0.0004092714,0.00005605223],"domain_scores_gemma":[0.9988301,0.0002165539,0.0002559969,0.0001974365,0.0004468324,0.00005294258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004552865,0.0002882967,0.004542041,0.0005131891,0.00005988468,0.0003591813,0.000253481,0.3367729,0.4613403,0.004322276,0.001098476,0.1899946],"study_design_scores_gemma":[0.00007500719,0.001201471,0.003495601,0.00003762907,0.00004675107,0.0001726834,0.0000854543,0.8345329,0.1521554,0.001116962,0.007017067,0.00006318203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.111571,0.0001273299,0.8833573,0.00006807144,0.00003775667,0.0003172539,0.00005581736,0.001521268,0.002944092],"genre_scores_gemma":[0.821288,0.00007885108,0.1762565,0.00002963131,0.000008118546,0.0002197534,0.00005801884,0.0001046696,0.001956293],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001869189,"threshold_uncertainty_score":0.006253123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020750299042138,"score_gpt":0.2936583088933271,"score_spread":0.2634508059029057,"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."}}