{"id":"W2041240134","doi":"10.1016/j.mseb.2005.08.090","title":"Light-emitting nano-porous silicon structures fabricated using a plasma hydrogenation technique","year":2005,"lang":"en","type":"article","venue":"Materials Science and Engineering B","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"University of Tehran","keywords":"Materials science; Silicon; Porous silicon; Annealing (glass); Amorphous silicon; Plasma; Amorphous solid; Porosity; Nanocrystalline silicon; Nano-; Optoelectronics; Chemical engineering; Nanotechnology; Composite material; Crystalline silicon; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550746,0.0001851777,0.0003120048,0.0001932552,0.0002176828,0.0003544117,0.0004860063,0.0003928255,0.0007501331],"category_scores_gemma":[0.0002623586,0.0003788396,0.000291534,0.0001926563,0.0004319937,0.0003797531,0.0002883564,0.0005343589,0.0002092573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000457864,"about_ca_system_score_gemma":0.0003293617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005697816,"about_ca_topic_score_gemma":0.0013214,"domain_scores_codex":[0.9998828,0.000003979251,0.00000622767,0.00002657345,0.00004944508,0.00003089415],"domain_scores_gemma":[0.9997559,0.00007748475,0.00006638908,0.0000384873,0.00003321381,0.00002853007],"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":[0.00003323079,0.00001223435,0.00006391502,0.000032822,0.000005976128,0.00003057711,0.00002254217,0.00015092,0.9983525,0.0003811325,0.0000592033,0.0008549583],"study_design_scores_gemma":[0.00002149931,0.00005638622,0.0009230568,0.000001886102,0.000006267113,0.00008522197,0.00001185678,0.001281467,0.9968535,0.00009443869,0.0006592689,0.000005088305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842498,0.0003481444,0.01085502,0.0000903922,0.00005031055,0.00004113659,0.0002413955,0.0002761044,0.003847775],"genre_scores_gemma":[0.9859105,0.0002187551,0.01222233,0.00003441114,0.00001206164,0.00002960573,0.0001840739,0.00002875397,0.001359304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007501331,"threshold_uncertainty_score":0.003322065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008981704989294074,"score_gpt":0.2218973068791496,"score_spread":0.2129156018898556,"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."}}