{"id":"W2897249155","doi":"10.1039/c8nr08453j","title":"Longitudinal eigenvibration of multilayer colloidal crystals and the effect of nanoscale contact bridges","year":2019,"lang":"en","type":"article","venue":"Nanoscale","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"Army Research Office; University of Washington; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; Division of Civil, Mechanical and Manufacturing Innovation; Clean Energy Institute; National Institutes of Health; National Science Foundation","keywords":"Nanoscopic scale; Materials science; Colloid; Layer (electronics); Nanotechnology; Colloidal crystal; Colloidal particle; Chemical engineering; Engineering","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":[0.0001979806,0.0001098392,0.0003039485,0.00002179107,0.00005966263,0.00001569665,0.0001062971,0.00003477175,0.0002583601],"category_scores_gemma":[0.000005680328,0.0000719558,0.0001114038,0.00008512554,0.0001126797,0.00006869674,0.00004904152,0.00006391596,0.000006002868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006876662,"about_ca_system_score_gemma":0.00002138428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003410751,"about_ca_topic_score_gemma":0.000006509883,"domain_scores_codex":[0.9992824,0.00005728839,0.0002381848,0.0001675468,0.0001307865,0.0001237935],"domain_scores_gemma":[0.9992471,0.0002732572,0.0001714625,0.0002361802,0.00003859906,0.00003339589],"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":[0.0001921624,0.00006608206,0.3100973,0.00005315715,0.00006080641,7.275838e-8,0.0001671039,0.00004459178,0.6802486,0.007964509,0.0002363476,0.0008692207],"study_design_scores_gemma":[0.003304103,0.0002285637,0.0560678,0.00003893363,0.00006378414,8.803227e-7,0.0001264996,0.001133454,0.9371268,0.0002746727,0.001519952,0.0001146016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950553,0.0001105292,0.0006028062,0.00007157827,0.00005031006,0.0006716606,0.000120432,0.00000678791,0.003310572],"genre_scores_gemma":[0.9992346,0.000005010878,0.00004023339,0.000005851236,0.00003512926,0.00005664184,0.00001163472,0.000009248252,0.000601693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2568781,"threshold_uncertainty_score":0.2934272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005362824292390106,"score_gpt":0.2358960512348883,"score_spread":0.2305332269424982,"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."}}