{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006113067,0.0002052123,0.0002594694,0.0003473136,0.00008901998,0.00005722285,0.0001891021,0.0001971954,0.0006892905],"category_scores_gemma":[0.0003221073,0.0002423193,0.00007621924,0.000714332,0.0000606615,0.0002515703,0.00003118422,0.0002075331,0.00005493602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003817887,"about_ca_system_score_gemma":0.0004694915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006863469,"about_ca_topic_score_gemma":0.000002948028,"domain_scores_codex":[0.9984879,0.0002050695,0.0005541813,0.0002370917,0.0002252628,0.0002904954],"domain_scores_gemma":[0.9989939,0.0003681719,0.00008134705,0.000336648,0.0001652611,0.0000546766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004082855,0.000067562,0.0002845226,0.000177897,0.0001962902,8.203531e-7,0.0002347782,0.2734999,0.6415911,0.07654148,0.0009628887,0.006034425],"study_design_scores_gemma":[0.0008581869,0.0001437629,0.040791,0.0001260695,0.00006282872,0.000001966966,0.00002373048,0.7454334,0.1878954,0.0002844509,0.02407552,0.0003036144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6879656,0.000239885,0.3014385,0.0008108722,0.001195672,0.0005236903,0.00005225619,0.0001203223,0.007653176],"genre_scores_gemma":[0.9916326,0.0001248331,0.0004988686,0.0002876404,0.00005971117,0.00002476189,0.00008361953,0.00002736954,0.007260577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4719335,"threshold_uncertainty_score":0.9881495,"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."}}