{"id":"W4391811814","doi":"10.3390/jmmp8010040","title":"Negative Thermal Expansion Metamaterials: A Review of Design, Fabrication, and Applications","year":2024,"lang":"en","type":"review","venue":"Journal of Manufacturing and Materials Processing","topic":"Thermal Expansion and Ionic Conductivity","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Metamaterial; Negative thermal expansion; Fabrication; Materials science; Nanotechnology; Aerospace; Thermal expansion; Structural material; Mechanical engineering; Engineering physics; Computer science; Optoelectronics; Engineering; Aerospace engineering; Composite material","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":[0.000638302,0.00111943,0.001335864,0.002757216,0.0003795206,0.001224927,0.0009643022,0.001090528,0.003733176],"category_scores_gemma":[0.0008087904,0.0006422502,0.0008020159,0.002821311,0.0004576247,0.001868861,0.0006498146,0.001365199,0.001752534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005845579,"about_ca_system_score_gemma":0.001067463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008016309,"about_ca_topic_score_gemma":0.001219053,"domain_scores_codex":[0.9996421,0.0000446914,0.00005633683,0.00007526921,0.0001462824,0.00003516236],"domain_scores_gemma":[0.9995933,0.0002047299,0.00007551127,0.00001629514,0.0000833138,0.000026815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001063168,0.0001633016,0.0002911504,0.05566511,0.0001150416,0.0002775209,0.0002047995,0.001899202,0.02078373,0.01556,0.02944252,0.8754914],"study_design_scores_gemma":[0.00001066152,0.0002438938,0.0005237393,0.004098556,0.000114948,0.001021539,0.00007689279,0.0004836307,0.003767557,0.003258991,0.986351,0.00004870113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004014205,0.9966757,0.0009396682,0.0001727855,0.0001812648,0.000007563656,0.00003334315,0.00001932026,0.001568805],"genre_scores_gemma":[0.001637067,0.9957924,0.001262479,0.0001534556,0.0001792971,0.00001308011,0.00004927592,0.000007315368,0.000905729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003733176,"threshold_uncertainty_score":0.01248878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759853215565348,"score_gpt":0.3382016982384429,"score_spread":0.2806031660827895,"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."}}