{"id":"W4390188460","doi":"10.1109/pvsc48320.2023.10359702","title":"GaAs Betavoltaic Cell Modeling for Light to Medium Element Radiation Conversion into Electrical Power","year":2023,"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":"Canadian Nuclear Laboratories; University of Ottawa","funders":"","keywords":"Common emitter; Optoelectronics; Materials science; Heterojunction; Monte Carlo method; Micrometer; Gallium arsenide; Radiation; Solar cell; Energy conversion efficiency; Power density; Electron; Current density; Electricity generation; Semiconductor; Optics; Power (physics); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104153,0.0001306735,0.0001261979,0.00030568,0.000118118,0.00001541888,0.0001564629,0.0001112784,0.00008325301],"category_scores_gemma":[0.00008447435,0.0001225236,0.00005357237,0.000988929,0.000005170414,0.00008184837,0.00006776371,0.00008724766,0.000106791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085853,"about_ca_system_score_gemma":0.00002136513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000790044,"about_ca_topic_score_gemma":0.00003788206,"domain_scores_codex":[0.9990193,0.000004297165,0.0002358916,0.0002469399,0.0001556712,0.0003379256],"domain_scores_gemma":[0.9995568,0.00004231596,0.00002874585,0.0002194512,0.00009438631,0.00005828783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001228531,0.00002177512,0.00001589552,0.00001115056,0.00001384778,8.189301e-7,0.00005904177,0.8173749,0.03278386,0.1331319,0.01308435,0.003490101],"study_design_scores_gemma":[0.0003615744,0.0001516493,0.00002332894,0.000005665222,0.000008136553,2.386528e-7,0.0001571045,0.5464205,0.09797764,0.003115358,0.3515748,0.0002040694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04430805,0.0000526968,0.9440143,0.004084805,0.0004237871,0.0002692329,0.000002703283,0.001707833,0.005136569],"genre_scores_gemma":[0.9835693,0.00005457232,0.01305648,0.0002671009,0.00007077272,0.0001828119,0.00008863981,0.00003731633,0.002673043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9392612,"threshold_uncertainty_score":0.4996366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009055147433971272,"score_gpt":0.2366215816918216,"score_spread":0.2275664342578503,"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."}}