{"id":"W4311171748","doi":"10.1088/1742-6596/2374/1/012182","title":"Optical fibre array detector to monitor irradiations for medical radioisotope production","year":2022,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Waterloo; TRIUMF","funders":"","keywords":"Cyclotron; Irradiation; Materials science; Beam (structure); Ionizing radiation; Detector; Radiation; Optics; Optical fiber; Optoelectronics; Radiochemistry; Nuclear physics; Physics; Chemistry","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":[0.0007286012,0.000680662,0.0006157573,0.0007546918,0.0004782316,0.0004220826,0.0007989884,0.0009428684,0.003554985],"category_scores_gemma":[0.001030165,0.0003933261,0.0003736748,0.0007428476,0.000216713,0.0004716377,0.0003705051,0.000455498,0.001620243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006941857,"about_ca_system_score_gemma":0.000506367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513292,"about_ca_topic_score_gemma":0.002442952,"domain_scores_codex":[0.9989166,0.0001794916,0.00003582472,0.0002984737,0.000497698,0.00007179106],"domain_scores_gemma":[0.9992282,0.0002230682,0.0001222447,0.0000755965,0.0003114948,0.00003935728],"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":[0.0004044734,0.00008897633,0.003640853,0.0002626026,0.00005206894,0.00007266242,0.00007212818,0.0007716127,0.9696121,0.0001901107,0.0008445572,0.02398792],"study_design_scores_gemma":[0.00003366637,0.0006441708,0.01168624,0.00004582142,0.0001134525,0.0005212756,0.00004313589,0.009306013,0.9628139,0.0001096226,0.01462933,0.00005350541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6562296,0.009979403,0.3086552,0.0004431941,0.0009283086,0.000894138,0.00301548,0.004941185,0.01491345],"genre_scores_gemma":[0.7727855,0.00240626,0.2074984,0.0004231682,0.0001271179,0.0004312861,0.0009570263,0.0003358873,0.01503536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003554985,"threshold_uncertainty_score":0.01189256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064075131723114,"score_gpt":0.2907576127257596,"score_spread":0.2701168614085284,"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."}}