{"id":"W1982495049","doi":"10.1073/pnas.1220106110","title":"Hyperuniformity in amorphous silicon based on the measurement of the infinite-wavelength limit of the structure factor","year":2013,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Glass properties and applications","field":"Materials Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Northwestern University","keywords":"Diffraction; Structure factor; Wavelength; Amorphous silicon; Amorphous solid; Silicon; Annealing (glass); Scattering; Pair distribution function; Degree (music); Materials science; Anomalous scattering; Physics; Crystallography; Optics; Condensed matter physics; Chemistry; Optoelectronics; Crystalline silicon; Thermodynamics; 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":[0.000293419,0.0001776155,0.0001463883,0.0005490679,0.0002495614,0.0003687313,0.0002633495,0.0001762562,0.0005795314],"category_scores_gemma":[0.0007755107,0.0002519236,0.0001114428,0.0003173783,0.000838742,0.0004208365,0.0003616668,0.000283562,0.00005971986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703392,"about_ca_system_score_gemma":0.0001553875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007827217,"about_ca_topic_score_gemma":0.001183557,"domain_scores_codex":[0.9997379,0.00004438383,0.00001493433,0.00007693253,0.00009585443,0.0000300079],"domain_scores_gemma":[0.9994012,0.0002603586,0.0001326386,0.00009513034,0.0000633135,0.00004747827],"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":[0.0001358717,0.00001774405,0.004822659,0.00003709134,0.00001614279,0.0000794094,0.0001032555,0.005276803,0.9848274,0.001753789,0.00002472263,0.002905067],"study_design_scores_gemma":[0.00002140808,0.0003172009,0.02669718,0.00001396386,0.00002772491,0.0003816634,0.0001131929,0.05084942,0.9185371,0.002390089,0.0006148112,0.0000361639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911003,0.0001713536,0.007871151,0.00001111074,0.000002734339,0.000006325784,0.00002978164,0.00004584009,0.0007614142],"genre_scores_gemma":[0.9973884,0.00006985113,0.002444875,0.000004602566,0.000001356582,0.000003455404,0.00002692942,0.000003592188,0.0000570563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007827217,"threshold_uncertainty_score":0.00196147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994120086726074,"score_gpt":0.2507857431676654,"score_spread":0.1908445423004047,"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."}}