{"id":"W4417033514","doi":"10.1103/vnt6-9g1l","title":"Engineering interaction potentials for stabilizing quantum quasicrystal phases","year":2025,"lang":"en","type":"article","venue":"Physical review. B./Physical review. B","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NextGenerationEU; Canadian University Press; Ministero dell'Università e della Ricerca; Università degli Studi di Firenze; European Commission","keywords":"Quasicrystal; Aperiodic graph; Phason; Quantum; Characterization (materials science); Reentrancy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006039374,0.0005544214,0.001577405,0.00006193717,0.0002251204,0.0001389079,0.000563933,0.00004700214,0.000208486],"category_scores_gemma":[0.001710992,0.0004114573,0.0009071722,0.0005190118,0.0001172724,0.0005124703,0.0002214091,0.0003249113,0.0001557877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305924,"about_ca_system_score_gemma":0.00009392771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004034422,"about_ca_topic_score_gemma":0.000002733034,"domain_scores_codex":[0.9969167,0.0002158347,0.0008662406,0.000826039,0.0004920725,0.0006831497],"domain_scores_gemma":[0.997767,0.0007642343,0.0003392132,0.0006713604,0.0002591936,0.0001989756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006801136,0.0003722312,0.000005987221,0.0169715,0.00005731433,0.000002680801,0.00005380996,0.00005015764,0.8504383,0.09741818,0.00751059,0.02705122],"study_design_scores_gemma":[0.0008866744,0.0006302064,0.00007670067,0.04343374,0.001377628,0.00001312121,0.00004485013,0.02948816,0.3781649,0.09401356,0.4503677,0.001502664],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7604245,0.1629105,0.06367947,0.004532019,0.001843616,0.004817012,0.0002110393,0.0004822499,0.001099606],"genre_scores_gemma":[0.9664591,0.02892117,0.0004179045,0.002668225,0.0007766012,0.000560236,0.00005200797,0.00005567969,0.00008909926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4722734,"threshold_uncertainty_score":0.9998337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005219004452944,"score_gpt":0.377399774798886,"score_spread":0.3573475847543566,"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."}}