{"id":"W2062692584","doi":"10.1088/0957-4484/26/8/085203","title":"Amorphous sub-nanometre Tb-doped SiO<sub><i>x</i></sub>N<sub><i>y</i></sub>/SiO<sub>2</sub>superlattices for optoelectronics","year":2015,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Universitat de Barcelona; Generalitat de Catalunya","keywords":"Materials science; Amorphous solid; Photoluminescence; Superlattice; Electroluminescence; Analytical Chemistry (journal); Doping; Cathodoluminescence; Luminescence; Optoelectronics; Nanotechnology; Crystallography","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001393058,0.001419422,0.001829454,0.00106896,0.0007639495,0.0004024414,0.002753534,0.002301851,0.00006291439],"category_scores_gemma":[0.001696407,0.001372804,0.0005405933,0.00237287,0.001301885,0.0008049218,0.0009857523,0.00127137,0.000652322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005746972,"about_ca_system_score_gemma":0.001039912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128872,"about_ca_topic_score_gemma":0.0009119,"domain_scores_codex":[0.9910289,0.0003159927,0.001663752,0.0026137,0.001201352,0.00317629],"domain_scores_gemma":[0.9943234,0.0006317264,0.0009794345,0.00246666,0.000876436,0.0007223249],"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":[0.0005791957,0.0002566618,0.0003952803,0.0001731132,0.00007637229,0.0001077145,0.0002550245,0.00007520316,0.9736084,0.0009416505,0.005772181,0.01775917],"study_design_scores_gemma":[0.003106133,0.001561087,0.0002780495,0.0001269671,0.0002184489,0.0004666989,0.0002450272,0.0004977138,0.9778371,0.003013843,0.01104072,0.00160824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872156,0.003197195,0.0005418871,0.001761428,0.003171275,0.002165761,0.0004330826,0.001435435,0.00007830626],"genre_scores_gemma":[0.9949048,0.001539388,0.0008028705,0.001168909,0.0005222522,0.0005795555,0.0001598003,0.0002964037,0.00002601631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615093,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618266619910741,"score_gpt":0.2394814760880184,"score_spread":0.223298809888911,"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."}}