{"id":"W7162011887","doi":"10.82308/42972","title":"Secondary neutrons around clinical electron and proton beams","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neutron; Proton; Bonner sphere; Electron; Neutron detection; Spectral line; Neutron temperature; Neutron source; Beam (structure)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009039351,0.0004617564,0.0004157935,0.001067905,0.0004815106,0.0004657251,0.0002164303,0.0004803034,0.002538556],"category_scores_gemma":[0.001365817,0.0002844585,0.0002924842,0.001008474,0.0006852761,0.0005840122,0.0006304513,0.000428673,0.0004071778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210396,"about_ca_system_score_gemma":0.0003146923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000547008,"about_ca_topic_score_gemma":0.001034901,"domain_scores_codex":[0.9992025,0.0001758251,0.00004661405,0.0001779557,0.0003379665,0.0000591905],"domain_scores_gemma":[0.999079,0.0002240428,0.0002270758,0.00007388683,0.0003331536,0.00006284392],"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":[0.001712925,0.00004463016,0.01761135,0.0002215701,0.00006567588,0.0004386291,0.0005821447,0.001543279,0.9568517,0.0008270923,0.0004076472,0.01969332],"study_design_scores_gemma":[0.00005591123,0.0008052727,0.134113,0.00009047877,0.00009054878,0.002289245,0.0005151635,0.003384127,0.849673,0.0009955765,0.007939984,0.0000476287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758056,0.001333369,0.01613364,0.00006669822,0.00004298028,0.00007505987,0.0004197934,0.0001400229,0.005982857],"genre_scores_gemma":[0.9865046,0.0005020285,0.00918271,0.0001028761,0.00001518184,0.00004070887,0.0004930962,0.00013191,0.003026773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002538556,"threshold_uncertainty_score":0.008492351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710496058205431,"score_gpt":0.3662454265380732,"score_spread":0.3491404659560189,"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."}}