{"id":"W2634858055","doi":"10.1299/jsmeicone.2015.23._icone23-2_65","title":"ICONE23-2168 ON THE MODELING OF GAS FLOW THROUGH POROUS COMPRESSION PACKINGS USED IN VALVE STUFFING-BOXES","year":2015,"lang":"en","type":"article","venue":"The Proceedings of the International Conference on Nuclear Engineering (ICONE)","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Leak; Compression (physics); Porosity; Volumetric flow rate; Materials science; Porous medium; Mechanics; Nuclear engineering; Petroleum engineering; Composite material; Environmental science; Engineering; Environmental engineering; Physics","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":[0.0005983296,0.0003043686,0.0003630315,0.0001520386,0.00005408846,0.00008462181,0.001300022,0.00009925247,0.00004138883],"category_scores_gemma":[0.0004225749,0.0001810591,0.0001833733,0.0003140807,0.0000685547,0.00020182,0.0001966592,0.0006671753,0.000006758466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539501,"about_ca_system_score_gemma":0.00001774236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008048314,"about_ca_topic_score_gemma":0.000002781522,"domain_scores_codex":[0.998314,0.0000182921,0.0004974139,0.0002265462,0.0006792215,0.0002645118],"domain_scores_gemma":[0.9990903,0.0001663664,0.0001607539,0.0002401857,0.0002926936,0.00004967228],"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":[0.00003769633,0.00002215366,0.0000876843,0.00004544815,0.0001353593,3.704442e-7,0.001757205,0.9124904,0.05345593,0.03161887,0.00009977774,0.0002491076],"study_design_scores_gemma":[0.0003028097,0.00007044115,0.0002405177,0.0005494424,0.00003173087,0.000006369625,0.0005043197,0.9783672,0.01720688,0.002422181,0.0001014971,0.0001965877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940245,0.00005225328,0.0008167096,0.001208453,0.0005291125,0.0002240182,0.000008606426,0.0001683503,0.002968005],"genre_scores_gemma":[0.9976866,0.00004935726,0.002009596,0.00004622752,0.00009274614,0.00001208181,0.00000147016,0.00006391011,0.0000380522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06587682,"threshold_uncertainty_score":0.7383374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06968741554652882,"score_gpt":0.2613024612834926,"score_spread":0.1916150457369638,"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."}}