{"id":"W2937016713","doi":"10.1002/adem.201900084","title":"Application of Multifunctional Mechanical Metamaterials","year":2019,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Siemens (Canada)","funders":"","keywords":"Metamaterial; Materials science; Auxetics; Realization (probability); Mechanical engineering; Engineering physics; Composite material; Engineering; 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":[0.00007704641,0.0001469408,0.0002739884,0.00006139201,0.000009181117,0.00001432391,0.0001107012,0.00006435383,0.0002985827],"category_scores_gemma":[0.000008162343,0.0001475671,0.00004380349,0.00007601458,0.00000582743,0.00009840423,0.0000235007,0.00003851927,0.00006753396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002246999,"about_ca_system_score_gemma":0.000002977172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000392134,"about_ca_topic_score_gemma":1.417605e-7,"domain_scores_codex":[0.9992962,0.000007603049,0.0002881244,0.0001382191,0.0001122802,0.0001575875],"domain_scores_gemma":[0.9996488,0.00002776569,0.00003499276,0.0002297777,0.00002428705,0.00003437601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001156612,0.00000333449,0.000007498738,0.0001294159,0.00002569973,2.280328e-7,0.00000781217,0.2183714,0.7788771,0.001942715,0.000004135178,0.0006191331],"study_design_scores_gemma":[0.0002553751,0.00001791818,0.001054446,0.00001740476,0.00001176099,0.000004941342,0.000002908951,0.0115412,0.9852797,0.0001876967,0.001472477,0.0001542165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499108,0.00009078687,0.04785004,0.000002517766,0.001469515,0.0002136568,0.00003510396,0.0002977896,0.0001298457],"genre_scores_gemma":[0.9928296,0.00001386085,0.006927988,0.000004290901,0.00007712973,0.0000339274,0.00005349494,0.00003948,0.00002025147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068302,"threshold_uncertainty_score":0.6017614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002018406326589157,"score_gpt":0.1726643389542929,"score_spread":0.1706459326277037,"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."}}