{"id":"W1890349205","doi":"10.1115/1.4031722","title":"Measurements of the Stack Metal Temperature During a Natural Gas Blowdown Event Through a Full-Bore Blowdown Valve","year":2015,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Boiler blowdown; Stack (abstract data type); Natural gas; Materials science; Mechanics; Engineering; Waste management; Mechanical engineering; Inlet","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004648869,0.0002496927,0.0004913069,0.00009948478,0.000166805,0.00001957528,0.0009250133,0.000226752,0.0001098151],"category_scores_gemma":[0.0003065692,0.0001484148,0.0003014772,0.000591125,0.0004678621,0.0003270913,0.0005954924,0.0007853646,0.00001192439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008270766,"about_ca_system_score_gemma":0.00005798764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002112181,"about_ca_topic_score_gemma":0.00003540989,"domain_scores_codex":[0.9977831,0.0001079947,0.0005751079,0.0002459414,0.0009191057,0.000368719],"domain_scores_gemma":[0.9987927,0.00002067277,0.0005491794,0.0004060407,0.0001552093,0.00007619651],"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":[0.00031963,0.0007314574,0.09538893,0.0001148334,0.001811153,0.00007935618,0.003079392,0.005097825,0.8689735,0.0001158706,0.02303568,0.001252355],"study_design_scores_gemma":[0.007302999,0.001519911,0.08962907,0.0007714576,0.001801779,0.00182344,0.004734776,0.0001677971,0.8409134,0.005912818,0.04436422,0.001058371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897565,0.004928099,0.00001090066,0.003810882,0.0007169885,0.0002120738,0.000008205041,0.0000322709,0.0005240336],"genre_scores_gemma":[0.9983708,0.00006404422,0.0009711922,0.00006614417,0.0001300781,0.000006106426,3.894137e-7,0.00001775275,0.0003734428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806015,"threshold_uncertainty_score":0.6052178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535904474223741,"score_gpt":0.2432386214391475,"score_spread":0.2278795766969101,"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."}}