{"id":"W1554740552","doi":"10.5772/16499","title":"Porous Silicon Sensors - from Single Layers to Multilayer Structures","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Porous silicon; Materials science; Porosity; Silicon; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003592801,0.0003841538,0.0003503025,0.0004815994,0.000147084,0.001043645,0.00101615,0.0009098285,0.001595343],"category_scores_gemma":[0.0006219856,0.0005942109,0.0003554396,0.0003623499,0.0005183507,0.001744685,0.0007870061,0.0007052228,0.0008562445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004902289,"about_ca_system_score_gemma":0.0002157338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005277223,"about_ca_topic_score_gemma":0.0006608801,"domain_scores_codex":[0.9995632,0.00002457903,0.00001681886,0.0001207617,0.0002165244,0.00005823097],"domain_scores_gemma":[0.9997608,0.00007216226,0.00003957368,0.00003157603,0.00007237792,0.00002360082],"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":[0.0001928641,0.00006366403,0.001310707,0.0008164002,0.00006545808,0.0002410604,0.0002039004,0.00195696,0.8535342,0.007238863,0.004635939,0.1297401],"study_design_scores_gemma":[0.00002297166,0.0005230563,0.002913685,0.0001325116,0.0000905641,0.001161369,0.0001509126,0.01813178,0.9082568,0.003895676,0.06463668,0.00008408824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4469867,0.09843485,0.3414154,0.004059761,0.002417185,0.0004145326,0.003188146,0.011243,0.09184049],"genre_scores_gemma":[0.8616655,0.02007975,0.09573109,0.0009086392,0.0002909877,0.0001094259,0.000695331,0.0001847887,0.02033446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001595343,"threshold_uncertainty_score":0.005337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996575426112893,"score_gpt":0.2390657909181065,"score_spread":0.2091000366569776,"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."}}