{"id":"W4408535974","doi":"10.1002/advs.202415552","title":"Silicon Carbide Photonic Crystal Photoelectrode","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Photocurrent; Heterojunction; Silicon carbide; Optoelectronics; Nanotechnology; Metallurgy","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":[0.000367192,0.0002461497,0.0002815973,0.0004056366,0.0004030319,0.00006688957,0.00105129,0.00006645521,0.00007682951],"category_scores_gemma":[0.0003817678,0.0002432755,0.00009548818,0.002767762,0.0007422839,0.0008170576,0.0002366399,0.0002621536,0.00004365881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004314242,"about_ca_system_score_gemma":0.0003607967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003484095,"about_ca_topic_score_gemma":0.0004132036,"domain_scores_codex":[0.9975741,0.00002920624,0.0003309818,0.0008522898,0.0004469201,0.0007665087],"domain_scores_gemma":[0.9984586,0.0001094186,0.0001110738,0.001008373,0.0001871394,0.0001254519],"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":[0.00002721899,0.00003216465,0.00009675053,0.000007853973,0.00000676064,0.00000444119,0.00005814609,0.001967533,0.95776,0.02562257,0.00005898145,0.01435758],"study_design_scores_gemma":[0.0002653598,0.00005289413,0.0003095166,0.00003555953,0.0000116876,0.000005129473,0.0000611257,0.001547968,0.9462196,0.01937809,0.03186629,0.000246775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7990366,0.0004066834,0.006961163,0.0001007464,0.0003009574,0.000551666,0.0000045995,0.000904822,0.1917328],"genre_scores_gemma":[0.9851546,0.00005849454,0.01105245,0.0006821324,0.00001744887,0.0001984161,0.000005330985,0.0000211034,0.002809976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889228,"threshold_uncertainty_score":0.9920485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006405611999142719,"score_gpt":0.2879267028236316,"score_spread":0.2815210908244888,"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."}}