{"id":"W7037673856","doi":"","title":"Electroluminescence stabilization of nanocrystalline porous silicon diodes","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Electroluminescence; Diode; Porous silicon; Nanocrystalline material; Light-emitting diode; Silicon","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001421873,0.0001469589,0.0002612391,0.0001561714,0.0001833178,0.0003991121,0.0003434108,0.00028318,0.001395662],"category_scores_gemma":[0.0003062953,0.0001065124,0.0001889938,0.0001447463,0.0002415235,0.0003072321,0.0002300463,0.0002220127,0.0002193358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567751,"about_ca_system_score_gemma":0.0001957641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006613334,"about_ca_topic_score_gemma":0.000997444,"domain_scores_codex":[0.9998713,0.000007119774,0.000005016295,0.00003416416,0.00004662772,0.00003583045],"domain_scores_gemma":[0.999842,0.00006102603,0.00003558622,0.00001684722,0.0000316959,0.00001268054],"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":[0.0001363513,0.00001815244,0.0001316794,0.0000744649,0.000009501502,0.0000345007,0.00003512039,0.0003987208,0.9963518,0.0004110815,0.000272804,0.002125802],"study_design_scores_gemma":[0.00001655703,0.00008925654,0.0005771831,0.000004522579,0.000006711372,0.00004430689,0.00002673909,0.002046047,0.9960927,0.00007125219,0.001018304,0.000006294862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928545,0.001178032,0.002204525,0.0001687476,0.00006629901,0.00001268526,0.0001143595,0.0001107988,0.003290117],"genre_scores_gemma":[0.997095,0.0002362725,0.0007446219,0.00003465384,0.0000108517,0.000005882626,0.00006001389,0.00002002972,0.001792819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001395662,"threshold_uncertainty_score":0.004669011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415576945747321,"score_gpt":0.1951681173670296,"score_spread":0.1810123479095564,"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."}}