{"id":"W4323306638","doi":"10.1117/12.2653845","title":"Online monitoring of a proton beam with perfluorinated polymer optical fibre","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Dosimeter; Materials science; Dosimetry; Proton; Attenuation; Wavelength; Optical fiber; Beam (structure); Polymer; Optics; Absorbed dose; Optoelectronics; Sensitivity (control systems); Radiation; Proton therapy; Physics; Nuclear physics; Composite material; Electronic engineering; Nuclear medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000312292,0.0003535808,0.0002327194,0.0004113298,0.0002629082,0.0002343165,0.0002645734,0.0005116628,0.001546741],"category_scores_gemma":[0.0005048795,0.0001255812,0.0001765784,0.0003735331,0.0001733007,0.0004351145,0.0002305513,0.0002594955,0.0003495492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754322,"about_ca_system_score_gemma":0.0001428222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006737084,"about_ca_topic_score_gemma":0.001087087,"domain_scores_codex":[0.9997173,0.00005582101,0.000008385829,0.00005858209,0.0001333454,0.00002654046],"domain_scores_gemma":[0.9996241,0.0001082423,0.0001127525,0.00002637948,0.0001091287,0.0000193705],"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":[0.0004812897,0.00004433635,0.006892737,0.0001015867,0.00002077955,0.0001069265,0.00008591736,0.0003650511,0.9674535,0.00007631612,0.0001615563,0.02421003],"study_design_scores_gemma":[0.00001286802,0.0006718885,0.01732199,0.00001682592,0.00004425626,0.0004191771,0.00005993876,0.004031877,0.9752377,0.00008301571,0.00207481,0.00002564964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564372,0.001927657,0.03730299,0.0001145193,0.00007430506,0.00006760315,0.00050395,0.0006014197,0.002970254],"genre_scores_gemma":[0.980295,0.0007658773,0.01550794,0.00007049488,0.0000267099,0.00004165708,0.0001597301,0.00003608078,0.003096414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001546741,"threshold_uncertainty_score":0.005174339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233902321107005,"score_gpt":0.2921628702508188,"score_spread":0.2798238470397488,"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."}}