{"id":"W4407873852","doi":"10.1016/j.apsusc.2025.162797","title":"Highly reflective porous SiC with layered nanostructures formed by electrochemical etching","year":2025,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanostructure; Porosity; Etching (microfabrication); Electrochemistry; Nanotechnology; Chemical engineering; Composite material; Layer (electronics); Chemistry; Electrode; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001594965,0.0002713977,0.000203674,0.0002219186,0.0001095174,0.0002694627,0.0003589898,0.0003005037,0.0005720535],"category_scores_gemma":[0.0003296046,0.0002501963,0.000311028,0.0001900973,0.0001445929,0.0001752589,0.0002421532,0.0003528156,0.0002776185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214736,"about_ca_system_score_gemma":0.0001681439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005122821,"about_ca_topic_score_gemma":0.0008342607,"domain_scores_codex":[0.99983,0.000009721743,0.00001234052,0.00003019321,0.00008433466,0.0000332105],"domain_scores_gemma":[0.9998399,0.00002909161,0.00003259933,0.00003623494,0.00004302759,0.00001910259],"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":[0.00001516222,0.000007738798,0.00009947931,0.0000415114,0.000006696247,0.00004993578,0.000008660912,0.0002160822,0.9967505,0.000134526,0.00005709152,0.002612616],"study_design_scores_gemma":[0.000006047128,0.00007123243,0.001173859,0.000003523019,0.000008882085,0.0002546134,0.000004600487,0.002638584,0.9946398,0.00003442211,0.001157929,0.000006406293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493867,0.000963991,0.04179944,0.00005563671,0.00007970108,0.00009766169,0.0005539894,0.0008139472,0.006248986],"genre_scores_gemma":[0.9614026,0.0004152615,0.03633891,0.00003114538,0.00001000925,0.00002612962,0.00044297,0.00004811936,0.001284862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005720535,"threshold_uncertainty_score":0.001913726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004468919925325511,"score_gpt":0.2376445714245067,"score_spread":0.2331756514991812,"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."}}