{"id":"W2322022514","doi":"10.1103/physrevlett.108.255501","title":"Disentangling Neighbors and Extended Range Density Oscillations in Monatomic Amorphous Semiconductors","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Glass properties and applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Université de Montréal","funders":"National Science Foundation","keywords":"Amorphous solid; Materials science; Condensed matter physics; Annealing (glass); Radial distribution function; Relaxation (psychology); Monatomic ion; Tetrahedron; Bond length; Crystallography; Molecular physics; Chemical physics; Crystal structure; Physics; Molecular dynamics; Chemistry; Quantum mechanics","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":[0.0001493669,0.0001445529,0.0001937857,0.0006500469,0.0001817304,0.0003179847,0.000280471,0.0002292279,0.0004797143],"category_scores_gemma":[0.0004536028,0.0002091412,0.0001200952,0.0002358593,0.0003095097,0.000515073,0.0002120889,0.0002272606,0.00005720467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862613,"about_ca_system_score_gemma":0.000102179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025432,"about_ca_topic_score_gemma":0.002280765,"domain_scores_codex":[0.9999462,0.000008299696,0.000003440271,0.00001395066,0.00001915249,0.000008815707],"domain_scores_gemma":[0.999809,0.00009681593,0.00003113682,0.00002613899,0.00001500296,0.00002201653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009561582,0.0002084505,0.02332156,0.0002794962,0.0001067727,0.001095102,0.0008815164,0.07012939,0.7602377,0.09019207,0.0004422198,0.05214961],"study_design_scores_gemma":[0.00008034011,0.0002820699,0.07059503,0.00003835882,0.00007873346,0.0008560189,0.0004091494,0.7402529,0.1206205,0.06408244,0.002604262,0.0001003051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876937,0.0004312439,0.01027062,0.0000303526,0.000007061174,0.000004437901,0.00003556351,0.00006057576,0.001466381],"genre_scores_gemma":[0.9982855,0.0001023132,0.001398655,0.000004783277,0.000002585093,0.000002367212,0.00002323797,0.000004752267,0.0001758268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001025432,"threshold_uncertainty_score":0.002038956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099793297679663,"score_gpt":0.2773347651745426,"score_spread":0.2563368321977459,"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."}}