{"id":"W7128048323","doi":"10.1109/radecs66956.2025.11370385","title":"TID and SEE response of the INA129U Instrumentation Amplifier","year":2025,"lang":"","type":"article","venue":"","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital; University of Saskatchewan","funders":"Science and Engineering Research Council","keywords":"Instrumentation (computer programming); Amplifier; Instrumentation amplifier; Laser; Preamplifier; Operational amplifier; Measuring instrument","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":[0.000307498,0.0001715076,0.0002626927,0.0001114079,0.0002527065,0.00008158107,0.0001702554,0.00006030648,0.0008279558],"category_scores_gemma":[0.00001802894,0.0001245699,0.0001715758,0.0006760681,0.0002503622,0.0001595454,0.0001684846,0.000173534,0.00001975486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003283174,"about_ca_system_score_gemma":0.0002054222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000312531,"about_ca_topic_score_gemma":0.00002007163,"domain_scores_codex":[0.9987762,0.0001980038,0.000378145,0.0002834593,0.0001557775,0.0002084308],"domain_scores_gemma":[0.9991794,0.0001268444,0.0001570499,0.0004219713,0.0000731496,0.00004164576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001526198,0.0004347047,0.6252604,0.00009369691,0.0009662681,4.385417e-7,0.001954553,0.00006713164,0.1475967,0.1862774,0.002338748,0.0334838],"study_design_scores_gemma":[0.001652822,0.000201009,0.5722196,0.0003013485,0.0008647493,4.268808e-7,0.007971594,0.002196101,0.3973318,0.01177517,0.005121781,0.0003636709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811579,0.0001227284,0.00499891,0.001697774,0.0001834844,0.0002425052,0.00002393942,0.000005572052,0.01156718],"genre_scores_gemma":[0.9861182,0.00003551376,0.0002398338,0.0001922173,0.00004124686,0.000009637955,0.000004690417,0.000005936608,0.01335274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2497351,"threshold_uncertainty_score":0.9065536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005084830061405347,"score_gpt":0.2597957584364845,"score_spread":0.2547109283750791,"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."}}