{"id":"W1581623368","doi":"10.1103/physreve.92.042159","title":"Stability of two-dimensional soft quasicrystals in systems with two length scales","year":2015,"lang":"en","type":"article","venue":"Physical Review E","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Quasicrystal; Metastability; Stability (learning theory); Phase (matter); Soft materials; Materials science; Phase diagram; Physics; Condensed matter physics; Geometry; Statistical physics; Crystallography; Mathematics; Chemistry; Nanotechnology; Quantum mechanics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007332262,0.0001732435,0.0006467926,0.00001613576,0.00002779309,0.00002469415,0.0002026358,0.00001579955,0.00005057935],"category_scores_gemma":[0.0001507582,0.000100547,0.00006974673,0.0001750634,0.0002095728,0.0001702851,0.00008816525,0.00009974578,0.00003541676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000503949,"about_ca_system_score_gemma":0.00009445399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006994133,"about_ca_topic_score_gemma":0.00009488935,"domain_scores_codex":[0.9982875,0.0002959444,0.0003834248,0.0002954363,0.0004945069,0.0002431717],"domain_scores_gemma":[0.9990772,0.0001348093,0.0001641159,0.0003289874,0.0001607369,0.0001341303],"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":[0.0005510239,0.0009989755,0.004879862,0.01051142,0.00004092341,0.00002385055,0.001166537,0.00471461,0.9494742,0.0187594,0.001043187,0.007836069],"study_design_scores_gemma":[0.01599996,0.006673481,0.008414363,0.05071647,0.0007545127,0.0002711078,0.001314565,0.0226608,0.7666239,0.09439374,0.02651099,0.005666105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774839,0.02132423,0.00003386504,0.0001256951,0.00009412803,0.0004342214,0.00003079945,0.0000255789,0.0004475655],"genre_scores_gemma":[0.9994529,0.00008843966,0.0002051512,0.00009861684,0.0000972613,0.00003249355,0.000004617863,0.00001244298,0.000008035579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828502,"threshold_uncertainty_score":0.4100189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182825087726132,"score_gpt":0.3070647854204889,"score_spread":0.2652365345432275,"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."}}