{"id":"W2077984395","doi":"10.1063/1.2183813","title":"Light emission from Si nanoclusters formed at low temperatures","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Photoluminescence; Nanoclusters; Annealing (glass); Nucleation; Materials science; Amorphous solid; Plasma-enhanced chemical vapor deposition; Passivation; Chemical vapor deposition; Analytical Chemistry (journal); Silicon; Thin film; Hydrogen; Redshift; Electron cyclotron resonance; Nanotechnology; Crystallography; Chemistry; Optoelectronics; Metallurgy; Ion; Physics; Astrophysics","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":[0.00005417529,0.000286806,0.0002630788,0.00002574685,0.0002698334,0.0001279296,0.0003699478,0.00008832112,0.0002020358],"category_scores_gemma":[0.000003712951,0.0002412518,0.00009216766,0.0001635391,0.00008233748,0.0001246365,0.0001337139,0.0001267305,0.0001692771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008558818,"about_ca_system_score_gemma":0.00002143142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003194898,"about_ca_topic_score_gemma":0.00001614535,"domain_scores_codex":[0.9983965,0.00002363894,0.0002620215,0.0005275633,0.0003577471,0.000432558],"domain_scores_gemma":[0.999195,0.00008040843,0.0001467684,0.0004633396,0.00002172621,0.00009276607],"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":[0.00007221213,0.00002525238,0.0004688016,0.00001647568,0.00000520387,0.000007709908,0.0001792896,0.0001207126,0.9628249,0.000395108,0.0358042,0.00008015783],"study_design_scores_gemma":[0.0005302119,0.000007635803,0.00165896,0.0000252517,0.00001563685,0.000002449139,0.00001861673,0.00002354588,0.9942918,0.00054508,0.002551881,0.0003289363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976464,0.00003878521,0.00005462553,0.000534993,0.0005507321,0.00027633,0.00004826691,0.0001191707,0.0007307152],"genre_scores_gemma":[0.9946213,0.000001783464,0.0002169722,0.004094759,0.0007461738,0.00003712001,0.0001211973,0.00003652217,0.0001241785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03325231,"threshold_uncertainty_score":0.9837962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004330521658298488,"score_gpt":0.1921089303475124,"score_spread":0.1877784086892139,"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."}}