{"id":"W2079674642","doi":"10.1063/1.2112176","title":"Thermal quenching of luminescence from buried and surface InGaAs self-assembled quantum dots with high sheet density","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Photoluminescence; Quantum dot; Luminescence; Materials science; Quenching (fluorescence); Molecular physics; Optoelectronics; Analytical Chemistry (journal); Condensed matter physics; Chemistry; Optics; Fluorescence; Physics","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":[0.0001168178,0.0002156293,0.0004749486,0.00002455842,0.00008688811,0.00005233287,0.0001878789,0.00004377406,0.00002948963],"category_scores_gemma":[0.000001036878,0.0001585562,0.00007565141,0.0001190995,0.00003665447,0.0002557894,0.0000465773,0.000299619,0.000001353231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002035446,"about_ca_system_score_gemma":0.00008808748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002901502,"about_ca_topic_score_gemma":0.000003275718,"domain_scores_codex":[0.9989236,0.00002244353,0.000391132,0.0001799713,0.0002882174,0.0001946159],"domain_scores_gemma":[0.9987469,0.0001046908,0.0007288607,0.0001843489,0.0001352763,0.00009996961],"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":[0.0003908164,0.0002357302,0.03654766,0.00003677617,0.0004908591,0.000004850607,0.0028914,0.02138206,0.910591,0.02512259,0.00008409698,0.002222127],"study_design_scores_gemma":[0.003223196,0.0002066234,0.0408274,0.0001665532,0.0004087918,0.000007076496,0.001503337,0.008457343,0.9189178,0.02551293,0.0001667906,0.0006021025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998868,0.00006619004,0.0005007526,0.00003077082,0.00008007558,0.00008902356,0.00001052718,0.00001085632,0.0003437432],"genre_scores_gemma":[0.9936373,0.000005436055,0.005325824,0.00004200784,0.0009616579,9.024554e-7,0.000004519872,0.00002118264,0.000001152289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01292472,"threshold_uncertainty_score":0.6465736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006558766674504327,"score_gpt":0.2120415240957295,"score_spread":0.2054827574212252,"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."}}