{"id":"W4413822337","doi":"10.1109/pvsc59419.2025.11133001","title":"Designing SiC Betavoltaic Cells to Operate under 3H and 63Ni","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Silicon carbide; Materials science; Optoelectronics; Computer science; Engineering physics; Environmental science; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000237718,0.0003432836,0.0004252821,0.0002531634,0.0003209573,0.0006116466,0.0007041456,0.0003876588,0.000787598],"category_scores_gemma":[0.0004999874,0.0002629942,0.0002566277,0.0003965177,0.0001828107,0.0002572587,0.0001937395,0.0002316299,0.0002409767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846125,"about_ca_system_score_gemma":0.000841987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408547,"about_ca_topic_score_gemma":0.00591593,"domain_scores_codex":[0.9999233,0.000005443022,0.000003094982,0.00001135993,0.00003903221,0.00001779141],"domain_scores_gemma":[0.9998733,0.00002984146,0.00002494284,0.00001016694,0.00005205123,0.000009704045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001514773,0.00006459148,0.00569842,0.0002621647,0.00009267164,0.0002549517,0.0001277684,0.8325966,0.1376387,0.003651622,0.001588226,0.01787292],"study_design_scores_gemma":[0.00006351346,0.0002398471,0.002142424,0.00002060987,0.0000460131,0.00008125998,0.0001179688,0.913622,0.07847827,0.001127269,0.004029507,0.00003136522],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903981,0.0005711819,0.09379228,0.0002082149,0.00007940167,0.0002235981,0.0007813403,0.0003485959,0.01359717],"genre_scores_gemma":[0.9363024,0.0003498445,0.06090176,0.00006098855,0.0000077922,0.0002966456,0.0003837034,0.00007158764,0.001625403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002408547,"threshold_uncertainty_score":0.004967272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0086482425653262,"score_gpt":0.2306407512218832,"score_spread":0.221992508656557,"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."}}