{"id":"W7014403343","doi":"","title":"Porous nanostructured optical filters rendered insensitive to humidity by vapor-phase functionalization","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface modification; Porosity; Humidity; Porous medium; Optical filter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267221,0.0001173653,0.0002244384,0.0002271146,0.0003296605,0.0004946403,0.0003530892,0.0007021052,0.008337371],"category_scores_gemma":[0.000829688,0.0002105341,0.0001507892,0.0001325578,0.0002697328,0.0005394619,0.0001800249,0.0003139168,0.002210997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265659,"about_ca_system_score_gemma":0.0003198046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004499633,"about_ca_topic_score_gemma":0.001109882,"domain_scores_codex":[0.999718,0.00001691772,0.00001265055,0.00005052611,0.0001619653,0.00003993804],"domain_scores_gemma":[0.9994673,0.00008910409,0.00007432178,0.00005318411,0.0002671343,0.00004895313],"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":[0.0001724001,0.00002909712,0.0005801852,0.0000978481,0.000007035676,0.0001561744,0.00004468616,0.00007892825,0.9800549,0.0007729612,0.002999551,0.01500616],"study_design_scores_gemma":[0.00001939388,0.00007558584,0.002095561,0.00000724413,0.00001447584,0.0002355839,0.00003636699,0.001071707,0.9717734,0.0001790985,0.02448058,0.00001098605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237813,0.002309684,0.01543493,0.002550949,0.001798539,0.0001282652,0.0005529894,0.001729912,0.0517134],"genre_scores_gemma":[0.9355206,0.0008427388,0.008266062,0.0002793435,0.0001611057,0.0000251863,0.0003815715,0.0001626256,0.0543607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008337371,"threshold_uncertainty_score":0.02789134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008973329833574309,"score_gpt":0.2414333533443546,"score_spread":0.2324600235107803,"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."}}