{"id":"W2080167962","doi":"10.1016/j.radonc.2011.09.002","title":"Experimental small field 6MV output ratio analysis for various diode detector and accelerator combinations","year":2011,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Cancer Agency","funders":"Saskatchewan Cancer Agency","keywords":"Detector; Linear particle accelerator; Diode; Physics; Field size; Optics; Field (mathematics); Coefficient of variation; Nuclear medicine; Beam (structure); Optoelectronics; Mathematics; Statistics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007388895,0.0001260633,0.0002555017,0.0001036274,0.0001057952,0.00002928417,0.00006843044,0.0001166884,0.00006867806],"category_scores_gemma":[0.00000621378,0.000122398,0.000057883,0.0001351509,0.0000438386,0.00008134569,0.000008117874,0.00007756367,6.533107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009938063,"about_ca_system_score_gemma":0.00001755438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005562197,"about_ca_topic_score_gemma":0.0002936495,"domain_scores_codex":[0.9993927,0.00002453792,0.0001611545,0.0001679876,0.00003254985,0.0002210049],"domain_scores_gemma":[0.9996597,0.0000923811,0.00002684062,0.0001075958,0.0000178075,0.00009564637],"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":[0.001167756,0.001599053,0.09187195,0.0001077791,0.006641669,0.00005480833,0.02426491,0.001087136,0.6385425,0.01654053,0.003830863,0.214291],"study_design_scores_gemma":[0.008574964,0.004889812,0.0385164,0.000006487272,0.0005425808,0.00003933867,0.0004729564,0.2406953,0.666835,0.0005571218,0.03792107,0.0009489711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142115,0.002492678,0.08242687,0.00006847426,0.0001296452,0.0002259413,0.000007684914,0.00008557436,0.0003516837],"genre_scores_gemma":[0.9951218,0.000261175,0.004060685,0.0003248881,0.00006008654,0.0001119341,0.000004072048,0.00001816232,0.00003724304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396082,"threshold_uncertainty_score":0.4991247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413318280809061,"score_gpt":0.2678726455564699,"score_spread":0.2337394627483793,"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."}}