{"id":"W1988073223","doi":"10.1088/0031-9155/58/6/1823","title":"Controlling sensitivity and stability of ferrous–xylenol orange–gelatin 3D gel dosimeters by doping with phenanthroline-type ligands and glyoxal","year":2013,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Xylenol orange; Phenanthroline; Ferrous; Chemistry; Dosimeter; Glyoxal; Absorbance; Nuclear chemistry; Irradiation; Ferric; Inorganic chemistry; Chromatography; Organic chemistry; Radiation","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":[0.000348586,0.0005765326,0.0002218928,0.0003146731,0.000140126,0.0003718308,0.000325849,0.0005834322,0.0005915214],"category_scores_gemma":[0.0005614522,0.000349303,0.0002342242,0.0001874899,0.0002974538,0.000346822,0.0003223437,0.0005524336,0.0002322869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821915,"about_ca_system_score_gemma":0.0001530548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005149564,"about_ca_topic_score_gemma":0.0009663929,"domain_scores_codex":[0.9997333,0.00004042015,0.00002397506,0.000086629,0.00007604176,0.00003971865],"domain_scores_gemma":[0.9996409,0.00008463686,0.0001392597,0.00002409022,0.00006704528,0.00004391472],"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":[0.00001730736,0.000004941452,0.00004896594,0.00002480276,0.00000244614,0.00001249896,0.00002786589,0.00007365267,0.9991844,0.00002584153,0.00001206233,0.0005652127],"study_design_scores_gemma":[0.000001854038,0.00002804299,0.0003720049,0.000002997457,0.000004730977,0.00002434898,0.00001104884,0.000644782,0.9984111,0.000009202245,0.0004843162,0.000005429775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835348,0.001284575,0.01368413,0.0001188793,0.00003980043,0.00004514757,0.0002508487,0.0002816185,0.0007603649],"genre_scores_gemma":[0.9708334,0.001421295,0.02489973,0.00009591155,0.00001282551,0.000146131,0.0002538929,0.0001024112,0.002234458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005915214,"threshold_uncertainty_score":0.002772987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136221627591236,"score_gpt":0.3229623994354348,"score_spread":0.2093402366763112,"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."}}