{"id":"W1992621792","doi":"10.1115/ipc2012-90618","title":"Application of Three Methods in Determining the Effectiveness of Surge Protection Systems in Gas Compressor Stations","year":2012,"lang":"en","type":"article","venue":"","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Gas compressor; Surge; Piping; Heat exchanger; Surge tank; Engineering; Scrubber; Environmental science; Automotive engineering; Nuclear engineering; Electrical engineering; Mechanical engineering; Waste management","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":[0.0006517681,0.0006948672,0.0004975019,0.001403517,0.0003011976,0.0004929155,0.000629209,0.0008004351,0.001021468],"category_scores_gemma":[0.00328224,0.0002682288,0.0004738765,0.001017145,0.0006210482,0.0004415127,0.0005231241,0.0004191601,0.000133565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687477,"about_ca_system_score_gemma":0.000316404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014618,"about_ca_topic_score_gemma":0.002330578,"domain_scores_codex":[0.9993026,0.0001748846,0.00005031272,0.00008443516,0.0003398375,0.00004787916],"domain_scores_gemma":[0.9980101,0.001192784,0.0003167449,0.0002163361,0.0002241432,0.00003993774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001180469,0.0004152307,0.02172081,0.0006314766,0.0001317514,0.000260461,0.0004521154,0.6589621,0.1473519,0.002812231,0.0003080126,0.1657735],"study_design_scores_gemma":[0.0001064568,0.001167619,0.01839622,0.00002385542,0.00005128372,0.0001655891,0.0001566874,0.8386051,0.1393464,0.0006694507,0.001218073,0.00009316957],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7717941,0.0004815522,0.2207249,0.00009234653,0.00004162083,0.0002187034,0.0002103701,0.001022606,0.005413929],"genre_scores_gemma":[0.9356005,0.0001686004,0.06328736,0.0000128496,0.000005857592,0.00009682812,0.00007626046,0.00004392357,0.0007077826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003014618,"threshold_uncertainty_score":0.005994141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311738903356009,"score_gpt":0.308124631143484,"score_spread":0.2750072421099239,"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."}}