{"id":"W2359448204","doi":"","title":"A NEW ADVANCE IN GAS FLOW MEASUREMENT TECHNOLOGY IN THE WORLD","year":2001,"lang":"en","type":"article","venue":"Tianranqi gongye","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metering mode; Flow measurement; Calibration; Petroleum engineering; Wet gas; Natural gas; Volumetric flow rate; Engineering; Piston (optics); Flow (mathematics); Environmental science; Current (fluid); Mechanical engineering; Electrical engineering; Mechanics; Waste management; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004388081,0.0001503722,0.0001951946,0.0004755788,0.00002427991,0.00002053442,0.0002988188,0.00005567848,0.0002169688],"category_scores_gemma":[0.00003209508,0.0001229653,0.0000555448,0.001638538,0.0000167863,0.0001051666,0.00001329491,0.0002644926,0.0001209605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391959,"about_ca_system_score_gemma":0.00001876439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009978717,"about_ca_topic_score_gemma":0.01727518,"domain_scores_codex":[0.9989029,0.0000287515,0.0002440731,0.0001667128,0.0003231422,0.0003344576],"domain_scores_gemma":[0.9995953,0.00001629183,0.00001691558,0.0003130999,0.00002262505,0.0000357655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105362,0.000332609,0.1034846,0.0001461825,0.0002219375,0.0005928872,0.002263165,0.2053218,0.03467258,0.002199251,0.02421414,0.6264455],"study_design_scores_gemma":[0.007597099,0.0001426985,0.05705812,0.0009901874,0.000195938,0.0000603452,0.001710959,0.20838,0.01511111,0.007213084,0.6994165,0.002123944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7342013,0.04035863,0.03158258,0.02764805,0.001234075,0.001875038,0.000005729899,0.00168462,0.16141],"genre_scores_gemma":[0.9976856,0.0002657079,0.001206019,0.0001018375,0.00008715944,0.00003350236,0.0000016059,0.00002014095,0.0005984359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6752024,"threshold_uncertainty_score":0.9639956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562160929533394,"score_gpt":0.2076117561016426,"score_spread":0.1919901468063086,"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."}}