{"id":"W4390604054","doi":"10.1109/tns.2024.3350342","title":"Mixed-Field Radiation Monitoring and Beam Characterization Through Silicon Diode Detectors","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Nuclear Science","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"European Commission; TRIUMF","keywords":"Large Hadron Collider; Detector; Physics; Radiation; Diode; Beam (structure); Particle detector; Optics; Radiation hardening; Calibration; Radiation damage; Silicon; Optoelectronics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006246382,0.0004567317,0.0004106471,0.0006992532,0.000293726,0.0006628247,0.001031594,0.0006939466,0.003532601],"category_scores_gemma":[0.0008537101,0.0003197521,0.000292378,0.0007055565,0.0002524887,0.0005812381,0.0005226331,0.0003898327,0.0009631843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248984,"about_ca_system_score_gemma":0.0004704411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002156906,"about_ca_topic_score_gemma":0.0003615294,"domain_scores_codex":[0.9993076,0.0001040917,0.00003162119,0.0002020713,0.0003113604,0.00004327317],"domain_scores_gemma":[0.9992608,0.0002305204,0.0001152474,0.0001247607,0.0002458914,0.00002277534],"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":[0.0005459987,0.00008999674,0.01048041,0.000283449,0.00006923638,0.0002243637,0.0001787203,0.003104276,0.9182169,0.00275524,0.001567434,0.06248401],"study_design_scores_gemma":[0.00002368021,0.0003306158,0.004453386,0.00002443023,0.00003676818,0.0007901376,0.00005205379,0.01519479,0.9648532,0.0005654242,0.01363594,0.00003965137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4706237,0.002794779,0.5113685,0.0003016622,0.0002293382,0.0001726177,0.001278315,0.002722518,0.01050861],"genre_scores_gemma":[0.8431913,0.0007269825,0.1488339,0.0001804286,0.00003492962,0.0001970014,0.000568024,0.0002628017,0.006004675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003532601,"threshold_uncertainty_score":0.01181769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722328571867447,"score_gpt":0.2719194855750558,"score_spread":0.2546961998563813,"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."}}