{"id":"W4211266022","doi":"","title":"Size and Dielectric Coating Induced Optical Absorption Enhancement in Silicon Nanowires","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Dielectric; Coating; Nanowire; Absorption (acoustics); Silicon; Silicon nanowires; Optoelectronics; Nanotechnology; Composite material","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"],"consensus_categories":[],"category_scores_codex":[0.003764661,0.0003410528,0.0004242009,0.0001402936,0.0002072361,0.000353244,0.0006655206,0.000348813,0.0003236489],"category_scores_gemma":[0.001993697,0.0003462363,0.00008413859,0.0002932802,0.0001764788,0.0001699317,0.000991692,0.0005454646,0.00002682034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378173,"about_ca_system_score_gemma":0.0001707535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013112,"about_ca_topic_score_gemma":0.001226041,"domain_scores_codex":[0.9956594,0.002029299,0.0006156964,0.0007813284,0.0004011561,0.000513183],"domain_scores_gemma":[0.9962196,0.001586553,0.000430302,0.001036945,0.000537304,0.0001893343],"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":[0.00001727467,0.0001763768,0.00275578,0.0001274893,0.000006827991,0.000001891012,0.003041003,0.000003962993,0.9786543,0.00523939,0.00002506195,0.00995064],"study_design_scores_gemma":[0.0003998396,8.31105e-7,0.03174906,0.0008548242,0.00002105591,0.000009147359,0.00005664225,0.001662164,0.9638512,0.0008607893,0.0001618402,0.0003726028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918157,0.001168631,0.0008636584,0.00110731,0.0003678234,0.000535015,0.00001632513,0.00009168043,0.004033861],"genre_scores_gemma":[0.9945894,0.0003406519,0.004255453,0.00007822921,0.00003894571,0.00009843543,0.00005279775,0.00003022174,0.0005158281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02899328,"threshold_uncertainty_score":0.999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435992858844803,"score_gpt":0.2375198443629849,"score_spread":0.2231599157745368,"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."}}