{"id":"W7128027093","doi":"10.1109/radecs66956.2025.11370375","title":"TID response characterization of COTS Operational Amplifiers","year":2025,"lang":"","type":"article","venue":"","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Operational amplifier; Amplifier; Absorbed dose; Characterization (materials science); Transistor array; Current sense amplifier","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":[0.0002492606,0.0003729638,0.0002537037,0.0004246872,0.0002302616,0.0004012561,0.0003044591,0.0004129756,0.00372608],"category_scores_gemma":[0.0008612669,0.0001708322,0.0002236419,0.0003318391,0.0003059413,0.0003515532,0.0002862348,0.0003274085,0.0005825351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782019,"about_ca_system_score_gemma":0.0001392999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008524115,"about_ca_topic_score_gemma":0.00152156,"domain_scores_codex":[0.9997241,0.00002164803,0.00002151306,0.00007572517,0.0001153875,0.00004163334],"domain_scores_gemma":[0.9992367,0.000155945,0.0001452439,0.0000788763,0.0003463333,0.00003705014],"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":[0.0003034422,0.00001591327,0.005560087,0.0001164956,0.00002288221,0.0001139157,0.0003020638,0.001015207,0.9843214,0.0001089501,0.0001081617,0.008011527],"study_design_scores_gemma":[0.00001475325,0.001728398,0.03634394,0.00002422417,0.00007550957,0.0006440277,0.0004285639,0.005023417,0.9511766,0.00007852136,0.004436558,0.00002546477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907403,0.0004923929,0.006103037,0.00006282542,0.00002763529,0.00003477035,0.0001863753,0.0002038792,0.002148691],"genre_scores_gemma":[0.9958105,0.0001587046,0.00175507,0.00003532459,0.000006211421,0.00001048986,0.0001263407,0.00004204303,0.002055305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00372608,"threshold_uncertainty_score":0.01246494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00354169071387876,"score_gpt":0.2271197163401237,"score_spread":0.223578025626245,"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."}}