{"id":"W1517593804","doi":"","title":"Inverse acoustical characterization of porous media","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Tortuosity; Porous medium; Materials science; Porosity; Thermal conductivity; Mechanics; Permeability (electromagnetism); Bulk modulus; Thermal; Characterization (materials science); Acoustics; Physics; Composite material; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005417322,0.0004493763,0.0004806753,0.0006903533,0.0003067299,0.001199219,0.0007229212,0.0005275521,0.0007789607],"category_scores_gemma":[0.001921628,0.0002421453,0.0004599449,0.000340279,0.0008500719,0.001115824,0.0006252957,0.0007116592,0.0002287661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006037769,"about_ca_system_score_gemma":0.0008355309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584994,"about_ca_topic_score_gemma":0.001268689,"domain_scores_codex":[0.9995122,0.00008832313,0.00001889745,0.0000618306,0.0002785766,0.00004016673],"domain_scores_gemma":[0.9995179,0.0002242776,0.00004718313,0.00005552235,0.000134575,0.00002055266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006554602,0.00008366387,0.001316005,0.0001957166,0.00001386347,0.0002810789,0.00028197,0.7564878,0.08698756,0.09743206,0.0009165311,0.0559381],"study_design_scores_gemma":[0.000003965022,0.00001942979,0.0002407425,0.000007012713,0.000003544376,0.0001097479,0.00002924043,0.977089,0.013326,0.006633982,0.002523058,0.00001427091],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04345158,0.0002904087,0.9443328,0.0002215655,0.00003184773,0.00005581151,0.0001259782,0.0002821376,0.01120789],"genre_scores_gemma":[0.8585276,0.000832997,0.1309708,0.00006630821,0.00004039601,0.0001308976,0.0002419071,0.00007347416,0.00911554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002584994,"threshold_uncertainty_score":0.005139887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491062765709028,"score_gpt":0.2218049841770572,"score_spread":0.2068943565199669,"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."}}