{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000695923,0.0001595306,0.0002182056,0.0001032807,0.00003127628,0.00004136853,0.0001692359,0.0001064737,0.00001092878],"category_scores_gemma":[0.00003024195,0.0001509283,0.00003002746,0.0001529722,0.00006546003,0.0002405384,0.00006141135,0.0002213884,0.000002359983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005565544,"about_ca_system_score_gemma":0.000007301225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006069124,"about_ca_topic_score_gemma":0.00003005259,"domain_scores_codex":[0.9993116,0.00001619875,0.0002452228,0.0001628755,0.00006919804,0.0001948688],"domain_scores_gemma":[0.9997049,0.00006955767,0.00004672457,0.000124839,0.00003566278,0.00001832407],"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":[0.000007729329,0.000007009383,0.002904135,0.0001374451,0.00004124122,1.196265e-7,0.0004030332,0.00009440462,0.9926246,0.00002256575,0.002071845,0.001685884],"study_design_scores_gemma":[0.0001620646,0.00003925728,0.0003947139,0.0001212487,0.0000126261,0.000001796463,0.0006795785,0.008523769,0.9893541,0.0004148783,0.0001638545,0.0001320782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932581,0.004306581,0.001164744,0.0001196165,0.0001359096,0.0001121624,0.00001517845,0.0002757574,0.0006119471],"genre_scores_gemma":[0.999445,0.0003289573,0.00009755086,0.00004130019,0.000006069175,0.00000708586,0.000006990832,0.00001350586,0.00005356207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008429364,"threshold_uncertainty_score":0.6154678,"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."}}