{"id":"W4412714181","doi":"10.1016/j.surfin.2025.107285","title":"Selective formation of SiC micropatterns by scratching-patterned electrochemical etching","year":2025,"lang":"en","type":"article","venue":"Surfaces and Interfaces","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Scratching; Etching (microfabrication); Electrochemistry; Nanotechnology; Chemical engineering; Composite material; Electrode; Layer (electronics)","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":[0.0001987134,0.0003053996,0.0003145537,0.0004237183,0.0001861592,0.000297848,0.0003638816,0.0003472985,0.0005151621],"category_scores_gemma":[0.000461493,0.0003089395,0.0002793441,0.000232487,0.0002539667,0.000248015,0.0003134302,0.0004308554,0.0002587684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306017,"about_ca_system_score_gemma":0.0001917109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003060671,"about_ca_topic_score_gemma":0.001052691,"domain_scores_codex":[0.9997697,0.000009200682,0.00002197908,0.00005807994,0.00009635241,0.00004475837],"domain_scores_gemma":[0.9996476,0.00007568595,0.00007467595,0.00008165625,0.00008371521,0.00003657498],"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":[0.00001270386,0.000009538264,0.0001865727,0.00005979555,0.00000531589,0.00005559761,0.00002169184,0.0001505029,0.9951602,0.0001686636,0.00008098058,0.004088541],"study_design_scores_gemma":[0.000003924039,0.00006839251,0.002926193,0.000003844139,0.000007718483,0.0001908276,0.00001093246,0.003221473,0.992304,0.00003815255,0.001215847,0.000008689876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94081,0.002418565,0.05138604,0.0001019947,0.0002058275,0.0001762656,0.000473625,0.0006448291,0.003782945],"genre_scores_gemma":[0.9538478,0.0007355589,0.04361084,0.00005939759,0.00002745065,0.00005051451,0.0002840015,0.00004788281,0.001336538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005151621,"threshold_uncertainty_score":0.001723409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004699387733739231,"score_gpt":0.2159618522385238,"score_spread":0.2112624645047846,"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."}}