{"id":"W2094673076","doi":"10.7567/jjap.53.031302","title":"Electrical observation of non-radiative recombination in Er doped Si nano-crystals during thermal quenching of intra-4f luminescence","year":2014,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Japan Society for the Promotion of Science; Division of Materials Research; Engineering and Physical Sciences Research Council; University of Manchester","keywords":"Luminescence; Quenching (fluorescence); Radiative transfer; Trapping; Doping; Spontaneous emission; Dopant; Materials science; Non-radiative recombination; Recombination; Relaxation (psychology); Atomic physics; Molecular physics; Chemistry; Optoelectronics; Semiconductor; Physics; Optics; Fluorescence","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":[0.0006336886,0.0001464829,0.0004159849,0.0001016187,0.00004980273,0.00002078004,0.0002987641,0.00006653219,0.0000181486],"category_scores_gemma":[0.0001240443,0.0001222616,0.00007559436,0.0004962985,0.00008273283,0.0002993651,0.00003301231,0.0001657465,0.000001230935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005915189,"about_ca_system_score_gemma":0.00006678165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006020335,"about_ca_topic_score_gemma":0.00000444367,"domain_scores_codex":[0.9984027,0.00008360812,0.0007438521,0.0001674414,0.0003957698,0.0002066795],"domain_scores_gemma":[0.9983373,0.0001900204,0.0009837958,0.0001709343,0.0002591011,0.00005881752],"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":[0.0003190997,0.000104709,0.005269483,0.00005345594,0.000006621052,7.58455e-7,0.003059961,0.005727586,0.9841541,0.000490096,0.000002333835,0.0008118125],"study_design_scores_gemma":[0.0009065438,0.0001229891,0.1345194,0.00006359185,0.00001047391,0.00000728955,0.0001607763,0.002733066,0.8604703,0.0008965532,0.000001005131,0.0001080514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993576,0.000007336359,0.0001572011,0.00001798663,0.0001200155,0.0001798245,0.000001718542,0.000005096138,0.0001532003],"genre_scores_gemma":[0.9992018,0.000005644679,0.000611304,0.0000307863,0.0001267249,0.000006774596,0.000001661873,0.00001219122,0.000003050982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1292499,"threshold_uncertainty_score":0.4985685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008210352634764032,"score_gpt":0.2261146571952722,"score_spread":0.2179043045605081,"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."}}