{"id":"W3199531580","doi":"10.2118/205865-ms","title":"Application of Interventionless Single Point Entry Technology to Improve Proppant Placement Control and Well Production","year":2021,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Single stage; Wireline; Petroleum engineering; Engineering; Computer science; Telecommunications; Aerospace 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":[0.0003349747,0.0003444267,0.0002792051,0.0004818605,0.0001879291,0.0005512591,0.000563515,0.0003642745,0.002086236],"category_scores_gemma":[0.0005994727,0.0002034413,0.0002507417,0.0002832497,0.0002728759,0.0005869695,0.0003941337,0.0005707573,0.0004912487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694268,"about_ca_system_score_gemma":0.0003628402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004472033,"about_ca_topic_score_gemma":0.001027848,"domain_scores_codex":[0.9996459,0.00002331584,0.00002784921,0.00008836788,0.0001705089,0.00004399316],"domain_scores_gemma":[0.9994394,0.0001083788,0.0002059339,0.00007386944,0.0001404882,0.00003201384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000073542,0.00004085507,0.0005923784,0.000105863,0.000003998201,0.00007018122,0.00005066538,0.001843838,0.9693577,0.0005149891,0.0001695341,0.02717645],"study_design_scores_gemma":[0.00001196274,0.0006372388,0.003182069,0.00001142033,0.000009661501,0.0001333129,0.00004463626,0.01432272,0.9775805,0.0001454479,0.003901592,0.00001930419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7159269,0.0006107616,0.2775146,0.000125233,0.00008307477,0.0001620757,0.0001780381,0.001812274,0.003587053],"genre_scores_gemma":[0.9336146,0.0002138893,0.06207491,0.00003465972,0.00001143316,0.00004880515,0.00008470681,0.00008061856,0.003836349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086236,"threshold_uncertainty_score":0.006979108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006546398693259787,"score_gpt":0.2347123567461629,"score_spread":0.2281659580529031,"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."}}