{"id":"W1992363358","doi":"10.1103/physrevlett.108.035701","title":"Geometrical Frustration and Static Correlations in a Simple Glass Former","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; St. Jerome's University","funders":"National Science Foundation","keywords":"Frustration; Simple (philosophy); Geometrical frustration; Statistical physics; Relaxation (psychology); Physics; Condensed matter physics; Theoretical physics; Psychology; Social psychology","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":[0.0002266693,0.0000775257,0.000178733,0.00003217964,0.00003682188,0.00003451389,0.00005216397,0.000006836778,0.0001047447],"category_scores_gemma":[0.00007943348,0.00005708242,0.00002464224,0.0001262101,0.00003214709,0.0002754993,0.00002906838,0.00005371431,0.0001030495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002229039,"about_ca_system_score_gemma":0.000005822045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007960905,"about_ca_topic_score_gemma":0.000007249082,"domain_scores_codex":[0.9993407,0.00006554338,0.0001688176,0.0001044388,0.0001198253,0.0002007073],"domain_scores_gemma":[0.9997073,0.0000840579,0.00004819057,0.00008816254,0.000009421597,0.00006281574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003928772,0.0004659313,0.02809423,0.003120526,0.00001473389,0.000003902349,0.001684003,0.0001949707,0.931498,0.01760561,0.005927411,0.01135143],"study_design_scores_gemma":[0.003831936,0.0009015652,0.6521012,0.006175261,0.0007594845,0.00007232461,0.0002554647,0.09963342,0.01809277,0.02440576,0.1893517,0.004419192],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963142,0.001082002,0.0003329364,0.001872929,0.00009168069,0.0001996093,0.000009689537,0.00001241406,0.00008455285],"genre_scores_gemma":[0.9964353,0.0004943208,0.0002050953,0.002722062,0.00008371309,0.00003643239,0.00001161262,0.000006081796,0.000005371275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9134052,"threshold_uncertainty_score":0.2327754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659503548592409,"score_gpt":0.2933458993099414,"score_spread":0.2667508638240173,"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."}}