{"id":"W2610788345","doi":"10.4271/2017-01-1878","title":"Inverse Poroelastic Characterization of Open-Cell Porous Materials Using an Impedance Tube","year":2017,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Mitacs","keywords":"Poromechanics; Materials science; Electrical impedance; Characterization (materials science); Tube (container); Porous medium; Porosity; Inverse; Acoustics; Composite material; Engineering; Physics; Nanotechnology; Electrical engineering; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004339284,0.0004734247,0.0004022798,0.0007158056,0.0001791227,0.000588581,0.000408427,0.0006773927,0.0006508208],"category_scores_gemma":[0.0008784458,0.0001943458,0.0003579862,0.0004076294,0.0005257539,0.0007192639,0.000463326,0.0003770792,0.0002301621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021248,"about_ca_system_score_gemma":0.0002507083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002735145,"about_ca_topic_score_gemma":0.0004442921,"domain_scores_codex":[0.9997682,0.00002705485,0.00001030648,0.00004337966,0.0001376062,0.00001344407],"domain_scores_gemma":[0.9995027,0.0002297476,0.00007222638,0.0000634148,0.000115805,0.00001615278],"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":[0.0002052022,0.00007533427,0.002807974,0.0004807185,0.00002067623,0.0004226891,0.0002940359,0.04512704,0.8988328,0.002722349,0.0002955935,0.04871554],"study_design_scores_gemma":[0.00001576193,0.0001746517,0.002752296,0.00002465896,0.00002016677,0.000483853,0.0001472587,0.478857,0.514062,0.001345692,0.002065232,0.00005142414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3550958,0.0004177247,0.6411731,0.0001287471,0.00003134349,0.00008100041,0.0002557579,0.0007356874,0.00208082],"genre_scores_gemma":[0.7703375,0.0003743968,0.2276683,0.00004047776,0.00001384375,0.00007167526,0.0002683899,0.00006547627,0.001159896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007158056,"threshold_uncertainty_score":0.002294838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999542489013124,"score_gpt":0.2855880283958428,"score_spread":0.2555926035057116,"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."}}