{"id":"W4282843309","doi":"10.1097/hp.0000000000001588","title":"A Practical Method for EPR Dosimetry Using Alanine Powder","year":2022,"lang":"en","type":"article","venue":"Health Physics","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Dosimeter; Dosimetry; Materials science; Reproducibility; Repeatability; Calibration; Radiochemistry; Nuclear medicine; Biomedical engineering; Chemistry; Chromatography; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006085521,0.00008290292,0.0001630113,0.000006482133,0.0006335886,0.00002379388,0.00007667968,0.00002455919,0.000235777],"category_scores_gemma":[0.00004821512,0.0000364677,0.00007795537,0.000369377,0.00001008553,0.00007599448,0.00005602528,0.0001441135,0.000005089419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008033239,"about_ca_system_score_gemma":0.00004851086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002833074,"about_ca_topic_score_gemma":0.000005665997,"domain_scores_codex":[0.9989143,0.0002478327,0.0001588644,0.0002132322,0.000192822,0.0002729225],"domain_scores_gemma":[0.9990402,0.0006457304,0.0001370539,0.00004522984,0.00002452696,0.0001072352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003023561,0.001637693,0.00568722,0.0001907158,0.00009931395,0.000007650156,0.0005370008,0.003326644,0.116728,0.04232106,0.1131678,0.7159945],"study_design_scores_gemma":[0.001552929,0.004154502,0.03003241,0.00002481549,0.00007266007,0.00007745007,0.001203524,0.2795804,0.005399337,0.009696023,0.6672314,0.0009745224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8360709,0.0007488842,0.1062096,0.05016453,0.001697323,0.003208478,0.000804282,0.0003577474,0.0007383248],"genre_scores_gemma":[0.9561616,0.000008571539,0.02902401,0.0131883,0.001209381,0.00008990349,0.0001626595,0.000003337092,0.0001522303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7150201,"threshold_uncertainty_score":0.4873115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08447773732703714,"score_gpt":0.3957914607558462,"score_spread":0.311313723428809,"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."}}