{"id":"W1995825217","doi":"10.1007/s13202-014-0133-y","title":"Two-phase flow measurements under static and dynamic conditions for modeling the top kill process","year":2014,"lang":"en","type":"article","venue":"Journal of Petroleum Exploration and Production Technology","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mechanics; Bubble; Slug flow; Flow (mathematics); Volumetric flow rate; Two-phase flow; Materials science; 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":[0.0002811551,0.0004325158,0.0003626659,0.0004205997,0.0002440729,0.0002725314,0.0003183226,0.0005665303,0.0006598004],"category_scores_gemma":[0.0004761457,0.0001593872,0.0001806446,0.0003048969,0.0002643389,0.0003841159,0.0002028995,0.0003756513,0.0001333132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121445,"about_ca_system_score_gemma":0.0002131835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310397,"about_ca_topic_score_gemma":0.001062615,"domain_scores_codex":[0.9998401,0.00002149152,0.000008398642,0.00002379171,0.00008095483,0.00002531296],"domain_scores_gemma":[0.9997587,0.00009561311,0.00003587982,0.00002052364,0.00007043013,0.00001884721],"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":[0.0002723901,0.0001829356,0.00491883,0.0001163649,0.000005197676,0.0002118717,0.0001290151,0.02067159,0.9619836,0.0002608533,0.00009776815,0.01114962],"study_design_scores_gemma":[0.0000384667,0.001180223,0.01452297,0.00001292207,0.00001903661,0.0001398585,0.0001549457,0.3087467,0.6740966,0.0001788164,0.0008740458,0.00003535192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481073,0.0002171001,0.04978772,0.00003471941,0.00002036426,0.00006971862,0.0002685685,0.0003291828,0.001165427],"genre_scores_gemma":[0.9939143,0.0001059594,0.005464552,0.000006379856,0.000003386927,0.0000351564,0.0001147608,0.000009704231,0.0003457881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310397,"threshold_uncertainty_score":0.002605557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252932886863615,"score_gpt":0.2854607201184827,"score_spread":0.2629313912498465,"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."}}