{"id":"W2048190899","doi":"10.1098/rspa.2005.1614","title":"Mesoscale bounds in finite elasticity and thermoelasticity of random composites","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Composite Material Mechanics","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thermoelastic damping; Representative elementary volume; Elasticity (physics); Isochoric process; Strain energy; Finite element method; Linear elasticity; Mathematics; Mathematical analysis; Strain energy density function; Elastic energy; Ergodic theory; Materials science; Thermal; Physics; Composite material; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002662685,0.0007834753,0.0009114094,0.001086221,0.0005980124,0.00184696,0.001072019,0.001398389,0.001596991],"category_scores_gemma":[0.006687268,0.0005047141,0.0006693274,0.0004505953,0.002581001,0.003009904,0.001859502,0.001504025,0.0003078229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008046841,"about_ca_system_score_gemma":0.0004126028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005667096,"about_ca_topic_score_gemma":0.0005313952,"domain_scores_codex":[0.9992241,0.0002727404,0.00003237539,0.0001772252,0.0002279118,0.00006572347],"domain_scores_gemma":[0.9961551,0.002797491,0.0003596883,0.0002877921,0.0002758065,0.0001241365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001659899,0.00001470913,0.0002798401,0.0001292576,0.00001869812,0.00006520811,0.00009459275,0.1265038,0.0064791,0.8569534,0.000337981,0.00910686],"study_design_scores_gemma":[0.000004217957,0.00002006815,0.0004012233,0.00003735804,0.00001097385,0.00006658267,0.00003132197,0.4720275,0.002497881,0.5224919,0.002388057,0.00002293101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06192301,0.005555101,0.9108042,0.001359816,0.0001297814,0.00002561002,0.0001030713,0.0001975261,0.019902],"genre_scores_gemma":[0.8896007,0.003874492,0.09735182,0.0002142479,0.0005693565,0.0001834465,0.0001356269,0.0003087829,0.007761487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002662685,"threshold_uncertainty_score":0.01408184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004013824618791775,"score_gpt":0.1734190878902351,"score_spread":0.1694052632714433,"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."}}