{"id":"W2069986442","doi":"10.1002/adem.200800142","title":"Experimental Demonstration of Entrance/Exit Effects on the Permeability Measurements of Porous Materials","year":2008,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Pressure drop; Porosity; Drop (telecommunication); Permeability (electromagnetism); Composite material; Porous medium; Mechanics; Mechanical 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":[0.0002832063,0.0002422707,0.0004275533,0.0000833145,0.00003767971,0.00000814503,0.0001652713,0.00008467137,0.00009633895],"category_scores_gemma":[0.00005595084,0.000200718,0.00004998199,0.0001255753,0.00005510444,0.0001247137,0.00001100741,0.00006298953,0.000006793864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005135509,"about_ca_system_score_gemma":0.00001356247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009543686,"about_ca_topic_score_gemma":3.848917e-7,"domain_scores_codex":[0.998693,0.00004768339,0.0005246621,0.0001660939,0.0002914581,0.000277084],"domain_scores_gemma":[0.9994274,0.0001218309,0.00004715736,0.0003088662,0.00004082623,0.00005387304],"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":[0.00004194103,0.00004082617,0.0000711938,0.000404711,0.00004359502,0.000003283983,0.0003473626,0.009392995,0.9893284,0.000131231,0.00002022543,0.0001741625],"study_design_scores_gemma":[0.0004343305,0.0001052395,0.004069099,0.0001533188,0.00001381935,0.000007429711,0.00001579312,0.00002815853,0.9949623,0.00001580626,0.00002572293,0.0001689796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961268,0.0001794327,0.001194605,0.00001065608,0.001477996,0.0005157466,0.00004290133,0.0001765007,0.0002753499],"genre_scores_gemma":[0.9987102,0.00008370453,0.000921958,0.000008884796,0.00008898185,0.0001195353,0.00001589212,0.00004767568,0.000003143364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009364837,"threshold_uncertainty_score":0.8185043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707784535855852,"score_gpt":0.2175989590506143,"score_spread":0.2005211136920558,"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."}}