{"id":"W4386887440","doi":"10.31224/3239","title":"Analytical relationships for mechanical properties of pentamode metamaterials","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Metamaterial; Mathematics; Materials science; Physics; Optoelectronics","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":[0.0004192622,0.0009337808,0.0006040196,0.001541966,0.0004741105,0.001381798,0.0008889002,0.0009262886,0.005737772],"category_scores_gemma":[0.002371415,0.0003971849,0.000394231,0.0006860142,0.0007545084,0.001404403,0.0007366728,0.0009847962,0.001631831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006862869,"about_ca_system_score_gemma":0.0003350204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005643602,"about_ca_topic_score_gemma":0.001087815,"domain_scores_codex":[0.9998097,0.00003906061,0.000008282173,0.0000337507,0.00007879925,0.00003052266],"domain_scores_gemma":[0.9996356,0.0001725309,0.00005659155,0.00003865341,0.00007862789,0.00001795217],"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":[0.00007396705,0.0001276613,0.0005328237,0.0003982151,0.00004783161,0.0003381601,0.0003390441,0.09255256,0.09183051,0.7666371,0.004520532,0.04260159],"study_design_scores_gemma":[0.0000175027,0.00002592498,0.001275182,0.0001136871,0.00002550782,0.0003761592,0.0001781488,0.6949899,0.0136827,0.2785108,0.01075124,0.0000532796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1584215,0.007787394,0.6648353,0.001530636,0.0003448285,0.0001718387,0.0004002279,0.0005125446,0.1659958],"genre_scores_gemma":[0.8752728,0.00605208,0.06255367,0.0005668314,0.0002364239,0.0003017236,0.0002262048,0.0004233569,0.05436691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005737772,"threshold_uncertainty_score":0.01919478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2091075133678258,"score_gpt":0.3016413306365479,"score_spread":0.09253381726872215,"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."}}