{"id":"W1761280192","doi":"","title":"CFD Simulations of Flow and Pressure Distribution in a Coarse Industrial Self Cleaning Filter","year":2008,"lang":"en","type":"article","venue":"Lund University Publications Student Papers (Lund University)","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Filter (signal processing); Flushing; Mechanics; Turbulence; Inlet; Flow (mathematics); Perforation; Pressure drop; Fouling; Mechanical engineering; Engineering; Materials science; Marine engineering; Chemistry; Physics; Electrical engineering","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":[0.00005870163,0.0001375058,0.0001796734,0.0004382454,0.0002971948,0.00002205149,0.0002147615,0.0001555666,0.0000441014],"category_scores_gemma":[0.00001414166,0.000185194,0.00005291454,0.001137991,0.00009232639,0.0006164919,0.00006399782,0.0001978131,0.000001332653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204381,"about_ca_system_score_gemma":0.0000710333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005622605,"about_ca_topic_score_gemma":0.0002283644,"domain_scores_codex":[0.9991985,0.00006675206,0.000147569,0.0002222332,0.000164274,0.0002007005],"domain_scores_gemma":[0.9994794,0.00007910746,0.00002861785,0.0001933366,0.0001048469,0.0001146996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009229944,0.0005873155,0.03705193,0.00007935715,0.0004281721,0.00003625595,0.008048483,0.7094051,0.0003893377,0.2420184,0.001209004,0.0006543598],"study_design_scores_gemma":[0.002028007,0.00003765256,0.01091416,0.00002393065,0.000151131,0.000003685383,0.001667942,0.09384933,0.00002725681,0.000003818983,0.8910637,0.0002293608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2212027,0.00004878896,0.02156061,0.0002956481,0.0001482197,0.0007501771,0.0005738845,0.0004720922,0.7549479],"genre_scores_gemma":[0.9611974,0.0004879809,0.001211257,0.00001347036,0.00003838968,5.362897e-7,0.0005113608,0.00002166763,0.03651787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8898547,"threshold_uncertainty_score":0.7551991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388763549439429,"score_gpt":0.1819186461823399,"score_spread":0.1680310106879457,"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."}}