{"id":"W7124154532","doi":"10.1109/irmmw-thz61557.2025.11319855","title":"Terahertz Scanning Tunneling Microscopy of Silicon Nanocrystals","year":2025,"lang":"","type":"article","venue":"","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton; University of Alberta","funders":"","keywords":"Ultrashort pulse; Picosecond; Silicon; Scanning tunneling microscope; Quantum tunnelling; Quantum dot; Terahertz radiation; Microscopy","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":[0.00007451785,0.0001044216,0.00009080405,0.0001833991,0.0001448037,0.0001963895,0.0001898821,0.000229085,0.001242647],"category_scores_gemma":[0.0001580203,0.00007750912,0.0001033445,0.000112931,0.0001542433,0.0001919919,0.00009739892,0.0002599831,0.0001971117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439129,"about_ca_system_score_gemma":0.000191167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236538,"about_ca_topic_score_gemma":0.001473113,"domain_scores_codex":[0.9999595,0.000003074313,0.000001985255,0.000008664822,0.00001793187,0.000008882137],"domain_scores_gemma":[0.9999399,0.00002039759,0.000009526258,0.000008569025,0.00001527555,0.00000635045],"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":[0.00003262115,0.000009979192,0.0002894179,0.00002361267,0.000005768919,0.00009711109,0.00003829051,0.0002502922,0.9959176,0.0008906283,0.00007903173,0.00236552],"study_design_scores_gemma":[0.00001321492,0.00005494442,0.003968124,0.000007977164,0.000007806105,0.0002325713,0.000082777,0.0133932,0.9805802,0.0003340845,0.001316321,0.000008917912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922584,0.0002872944,0.003862604,0.00006997352,0.00001566962,0.00001020354,0.0001470212,0.00005719417,0.003291665],"genre_scores_gemma":[0.9946612,0.0002599272,0.003310254,0.0000352706,0.000004396039,0.00001218925,0.00009662786,0.00001218816,0.001608036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242647,"threshold_uncertainty_score":0.004157066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008989773572026422,"score_gpt":0.2800683520010659,"score_spread":0.2710785784290395,"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."}}