{"id":"W1741857292","doi":"10.3968/5093","title":"On the Basic Parameters of Pipe Measuring Device","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Petroleum; Crude oil; Liquefied petroleum gas; Engineering; Oil field; Pressure drop; Environmental science; Geotechnical engineering; Marine engineering; Waste management; Chemistry; Mechanics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282336,0.00008885371,0.0001139021,0.00009510361,0.00004273152,0.00001456178,0.00006171362,0.00001713837,0.000008786957],"category_scores_gemma":[0.00004672775,0.00006593036,0.00001862803,0.0001173671,0.00001688667,0.0002236889,0.000008700365,0.0000606715,0.00001021989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003244869,"about_ca_system_score_gemma":0.000007543352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.310085e-7,"about_ca_topic_score_gemma":0.00007717513,"domain_scores_codex":[0.9993739,0.00002982809,0.0002082226,0.0000996371,0.0001861896,0.0001022427],"domain_scores_gemma":[0.9997503,0.00008406283,0.00003212916,0.00009134901,0.00001973715,0.00002237963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003703317,0.00005887645,0.006398994,0.0001746798,0.00008301397,8.935775e-7,0.002527883,0.7120707,0.0037551,0.00341186,0.00008558769,0.2713954],"study_design_scores_gemma":[0.002633548,0.0002050309,0.007408168,0.0008782134,0.00005749195,0.000001602179,0.003524872,0.5018901,0.3757165,0.008326035,0.09803516,0.001323247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6472365,0.002137465,0.3414582,0.0004367271,0.0003731789,0.0001645695,7.343462e-7,0.0001230397,0.008069577],"genre_scores_gemma":[0.9975464,0.0003773816,0.001936798,0.00007187799,0.000008793957,0.00003366034,0.000002864617,0.000007297978,0.00001494189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719614,"threshold_uncertainty_score":0.2688562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953040189490592,"score_gpt":0.2146271341778537,"score_spread":0.1850967322829478,"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."}}