{"id":"W4386953370","doi":"10.1115/omae2023-101472","title":"Buoyant Miscible Jets in a Viscoplastic Medium With Applications in Plug and Abandonment of Oil and Gas Wells","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Laminar flow; Spark plug; Mechanics; Penetration (warfare); Nozzle; Jet (fluid); Materials science; Plug flow; Fluid dynamics; Viscoplasticity; Thermodynamics; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121289,0.0002829773,0.0002211354,0.0004301846,0.000190952,0.0004524355,0.0002182602,0.0002033131,0.0002876299],"category_scores_gemma":[0.0004160284,0.0001328791,0.000182223,0.0002891799,0.0003818749,0.0003763979,0.0002936056,0.0003057151,0.00006612349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900657,"about_ca_system_score_gemma":0.0002003979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007751273,"about_ca_topic_score_gemma":0.00108516,"domain_scores_codex":[0.9998322,0.00002024287,0.000008696467,0.00002003375,0.00008899078,0.00002984049],"domain_scores_gemma":[0.9996929,0.000101352,0.0001117474,0.00001972063,0.00004078497,0.00003351037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001501592,0.00005956579,0.001297522,0.00007391474,0.00000525247,0.0003234253,0.00008428915,0.003128648,0.9887067,0.000410346,0.00003335559,0.005726791],"study_design_scores_gemma":[0.00001793652,0.0009974726,0.003697626,0.00001180565,0.00001554516,0.0002028155,0.00009673631,0.04091899,0.9526673,0.0001115869,0.001235075,0.00002714205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924262,0.0007880376,0.00625386,0.00003472147,0.00002011492,0.000009533364,0.00001645814,0.00006609507,0.0003850109],"genre_scores_gemma":[0.9966827,0.0002560824,0.002736416,0.000005756285,0.000004720671,0.00000399185,0.00001101544,0.00000723628,0.00029203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007751273,"threshold_uncertainty_score":0.00210458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004541834204158144,"score_gpt":0.1976642693614274,"score_spread":0.1931224351572693,"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."}}