{"id":"W2028406808","doi":"10.1016/j.ijsolstr.2007.09.002","title":"Comparison between the relaxation spectra obtained from homogenization models and finite elements simulation for the same composite","year":2007,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Composite Material Mechanics","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Homogenization (climate); Viscoelasticity; Isotropy; Microstructure; Materials science; Compressibility; Composite number; Relaxation (psychology); Spectral line; Finite element method; Mechanics; Composite material; Statistical physics; Physics; Thermodynamics; Optics","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":[0.0002186288,0.00008375495,0.0001131812,0.00006382912,0.00008647119,0.0001347355,0.0001457409,0.00004035908,0.000005679285],"category_scores_gemma":[0.00003108844,0.00005365972,0.00003239231,0.00003375824,0.00001845486,0.0001414984,0.00002437599,0.00009692688,1.003604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834783,"about_ca_system_score_gemma":0.000004633386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001168381,"about_ca_topic_score_gemma":0.0000095812,"domain_scores_codex":[0.9992685,0.00001430544,0.0003711425,0.00005771738,0.0002103816,0.00007791963],"domain_scores_gemma":[0.9990992,0.0004865738,0.0001810389,0.00005079501,0.0001548276,0.00002755099],"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":[0.0002731336,0.000006710842,0.007986583,0.000009719186,0.0004088455,0.000001778354,0.001510082,0.9253211,0.0128687,0.003636252,0.00003983361,0.04793725],"study_design_scores_gemma":[0.0007935293,0.00004913252,0.07805954,0.00002262281,0.00007815272,0.000005008475,0.00009747021,0.8684426,0.005348163,0.04657763,0.0004457419,0.00008039598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5299169,0.0002620159,0.4691363,0.0001355034,0.000410221,0.0000895288,0.00002990647,0.000007764665,0.00001185231],"genre_scores_gemma":[0.9950237,0.00006756611,0.004169092,0.00004571804,0.0006539324,7.559242e-7,0.00002665242,0.00001085268,0.000001695412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4651068,"threshold_uncertainty_score":0.218818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187205768871419,"score_gpt":0.2934112756285319,"score_spread":0.2715392179398177,"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."}}