{"id":"W7161995601","doi":"10.82308/21417","title":"Dynamic electron arc therapy with the Clinac-21EX linac","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linear particle accelerator; Arc (geometry); Cathode ray; Beam (structure); Electromagnetic shielding; Dosimetry; Electron; Shielded cable","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":[0.0004857872,0.0003589571,0.0003000137,0.0006910994,0.0002868628,0.000593138,0.0005410913,0.0003580113,0.006687775],"category_scores_gemma":[0.0005658503,0.0001861716,0.0002937061,0.0009902894,0.0002050264,0.0003954473,0.0005591772,0.0004878362,0.001381419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006933358,"about_ca_system_score_gemma":0.0006902638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000758258,"about_ca_topic_score_gemma":0.001418026,"domain_scores_codex":[0.9995275,0.00004542315,0.00001754057,0.00007632512,0.0003043344,0.00002892828],"domain_scores_gemma":[0.9998453,0.00002789421,0.00002015766,0.00003225365,0.00006214475,0.00001232294],"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":[0.0009798501,0.0002377305,0.005383841,0.0009518939,0.00009874177,0.0003335395,0.0004580148,0.0110816,0.6200165,0.01254988,0.01416101,0.3337473],"study_design_scores_gemma":[0.0002713229,0.001836808,0.04586672,0.0001482647,0.0001895827,0.003389556,0.0001426272,0.01426345,0.4832474,0.002745549,0.4478019,0.00009681049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1779153,0.01867885,0.6055693,0.0006076365,0.0004335489,0.002303631,0.002007354,0.004341851,0.1881426],"genre_scores_gemma":[0.6373447,0.007354553,0.2142829,0.0004833451,0.0000991661,0.001088971,0.001893702,0.0007813687,0.1366714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006687775,"threshold_uncertainty_score":0.02237278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003308922192821429,"score_gpt":0.2768869947932253,"score_spread":0.2735780726004039,"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."}}