{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000371234,0.0001988243,0.0004227643,0.000157067,0.00008246951,0.00004360422,0.0001599535,0.0002906234,0.0001682486],"category_scores_gemma":[0.0002612004,0.0001680068,0.0002422192,0.00008446287,0.00002395096,0.00008528123,0.0000973057,0.0002954261,0.00007102332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007675112,"about_ca_system_score_gemma":0.00004393393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009204463,"about_ca_topic_score_gemma":0.0001245509,"domain_scores_codex":[0.9987767,0.000056548,0.0005985418,0.0002348959,0.0001575192,0.0001758182],"domain_scores_gemma":[0.9992154,0.0001939802,0.00006360278,0.0003213232,0.0001434915,0.00006225579],"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":[0.0002309219,0.0003095985,0.001306174,0.005051124,0.003020154,0.00000359192,0.002056256,0.7033398,0.1491515,0.06567975,0.06962496,0.0002261994],"study_design_scores_gemma":[0.0002856438,0.00004501855,0.0009806348,0.0003907438,0.0005137923,0.000004196731,0.0007937413,0.7893561,0.1902938,0.01335683,0.003396501,0.0005829824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7891235,0.0002092164,0.200299,0.0004515148,0.005269339,0.001257476,0.0002566204,0.001541756,0.001591553],"genre_scores_gemma":[0.9912345,0.0001230344,0.004775723,0.000003938524,0.0001363778,0.0002020883,0.00006851911,0.00006541824,0.003390354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021111,"threshold_uncertainty_score":0.6851116,"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."}}