{"id":"W2084296076","doi":"10.1088/0953-8984/20/38/384211","title":"Quantum dots for terahertz generation","year":2008,"lang":"en","type":"article","venue":"Journal of Physics Condensed Matter","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Terahertz radiation; Quantum tunnelling; Quantum dot; Superlattice; Optoelectronics; Quantum well; Resonant-tunneling diode; Materials science; Semiconductor; Physics; Optics","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":[0.00006761475,0.0001367432,0.0002470952,0.00003940353,0.0001155192,0.00004090816,0.0001274328,0.00002994833,0.0005300858],"category_scores_gemma":[0.000002224559,0.0001084895,0.0002285043,0.00005259757,0.00003691775,0.0002631629,0.00001328183,0.0001342301,0.00003114443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001315485,"about_ca_system_score_gemma":0.00006059056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001117737,"about_ca_topic_score_gemma":1.778165e-7,"domain_scores_codex":[0.9991862,0.00002128462,0.0003462585,0.000112635,0.0001654756,0.0001681095],"domain_scores_gemma":[0.9991395,0.00004830806,0.0003853164,0.0001310587,0.0002304599,0.00006534153],"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":[0.0001264855,0.0002234049,0.06122407,0.00004594255,0.0004881365,0.0000131423,0.001513242,0.0002477807,0.694145,0.02806707,0.2080664,0.005839339],"study_design_scores_gemma":[0.008946366,0.000726496,0.02250833,0.0001227045,0.000412925,0.0002859497,0.0007305688,0.006725716,0.6594855,0.2277079,0.07090744,0.00144014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843132,0.00006726227,0.01418853,0.000228939,0.0006678205,0.00009801969,0.00002084438,0.000004646087,0.0004107175],"genre_scores_gemma":[0.9951148,0.000001717441,0.0008587691,0.0006265026,0.003091718,0.000004136904,0.00001510549,0.00002182861,0.0002654367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996408,"threshold_uncertainty_score":0.5804067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838207605586597,"score_gpt":0.2680510054431173,"score_spread":0.2296689293872514,"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."}}