{"id":"W3136743342","doi":"10.2523/iptc-21294-ms","title":"Successfully Installing ICD Screens and Hydraulic Packers without Washpipe Using Novel Check-Valve ICDS: Case Study Offshore Canada","year":2021,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflow; Ball valve; Submarine pipeline; Petroleum engineering; Marine engineering; Installation; Hydraulic fluid; Flow control valve; Nozzle; Engineering; Mechanical engineering; Geology; Hydraulic machinery; Geotechnical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358681,0.000809764,0.0003707757,0.0007366359,0.002123211,0.001191536,0.001314668,0.001653301,0.001763629],"category_scores_gemma":[0.001834484,0.0004223335,0.0006492581,0.0005373701,0.001120807,0.0005697151,0.0009677582,0.001096913,0.0005193076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422571,"about_ca_system_score_gemma":0.004193772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1258202,"about_ca_topic_score_gemma":0.3528007,"domain_scores_codex":[0.9988465,0.000106052,0.0000792025,0.0001595716,0.0005415363,0.0002671604],"domain_scores_gemma":[0.9991143,0.0002002128,0.0001250329,0.00008322045,0.0002531154,0.0002240618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000594465,0.002520663,0.1695426,0.000992368,0.0001764709,0.5702885,0.0184231,0.01073658,0.07593883,0.003545198,0.006905205,0.140336],"study_design_scores_gemma":[0.0002328016,0.005093696,0.2107353,0.0009880533,0.0005054321,0.3175852,0.09894182,0.04487815,0.2122184,0.002282136,0.1058606,0.0006783024],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813751,0.0002108463,0.01040886,0.0005254573,0.00005163819,0.0002943374,0.0001552459,0.00008603488,0.006892545],"genre_scores_gemma":[0.9762444,0.0003852294,0.01370525,0.0001959625,0.00001695538,0.00005564828,0.0001039867,0.00006047745,0.009231945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8741798,"threshold_uncertainty_score":0.2501756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840328627409375,"score_gpt":0.252013270411394,"score_spread":0.2336099841373002,"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."}}