{"id":"W1951392102","doi":"10.3968/5178","title":"Natural Gas Transmission Pipeline Temperature Drop Calculation","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural gas; Heat transfer; Mechanics; Drop (telecommunication); Thermodynamics; Petroleum engineering; Joule–Thomson effect; Thermal conduction; Pipeline (software); Chemistry; Nuclear engineering; Mechanical engineering; Engineering; Waste management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001605203,0.000349074,0.0003363485,0.0004042132,0.0003290881,0.0003986522,0.0008857867,0.000373621,0.002720831],"category_scores_gemma":[0.0007015018,0.0001591281,0.0005093791,0.0003526985,0.0001949674,0.0006511292,0.0004611678,0.0004161066,0.0005803323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005900768,"about_ca_system_score_gemma":0.0006941193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006927446,"about_ca_topic_score_gemma":0.002742773,"domain_scores_codex":[0.9998093,0.00001406529,0.000007928697,0.00003461342,0.0001125514,0.00002148471],"domain_scores_gemma":[0.9998683,0.00002705142,0.00001028926,0.00001466995,0.00007185891,0.000007851644],"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":[0.000117729,0.00006871424,0.005411671,0.0003284421,0.00002616549,0.0005261351,0.0002279396,0.8029129,0.0765267,0.01770847,0.00467942,0.09146573],"study_design_scores_gemma":[0.000007359472,0.00001476342,0.0005288529,0.000005515934,0.000003915791,0.00004912212,0.00001953473,0.9823653,0.01354878,0.0009276445,0.002522606,0.000006549166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0867641,0.0001904575,0.8880596,0.0001658395,0.0001033251,0.0001442623,0.0005901084,0.001644024,0.02233826],"genre_scores_gemma":[0.9187412,0.0003418756,0.069471,0.00003678507,0.00002091978,0.0001477318,0.0006821757,0.00022536,0.01033289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006927446,"threshold_uncertainty_score":0.01377428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006372161607481283,"score_gpt":0.2249063688929848,"score_spread":0.2185342072855035,"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."}}