{"id":"W4249213154","doi":"10.1142/9789814583251_0003","title":"Radioactive Ion Beams and Radiopharmaceuticals","year":2014,"lang":"en","type":"book-chapter","venue":"Reviews of Accelerator Science and Technology","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF","funders":"","keywords":"Radiochemistry; Ion; Nuclear physics; Environmental science; Nuclear engineering; Physics; Chemistry; Engineering","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":[0.0002227096,0.0001629888,0.0004098942,0.0003345649,0.0000995893,0.00002898639,0.0002003883,0.0001700285,0.0000997705],"category_scores_gemma":[0.00002167865,0.000137053,0.00003260843,0.0001563461,0.0006161845,0.00007656741,0.00005494478,0.000255156,0.00002289125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002932627,"about_ca_system_score_gemma":0.0000245187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.366641e-7,"about_ca_topic_score_gemma":6.137552e-7,"domain_scores_codex":[0.9992418,0.000003347038,0.0002829097,0.0002361755,0.00009569361,0.0001400847],"domain_scores_gemma":[0.9994637,0.0000232128,0.00008974592,0.0002504353,0.00009682226,0.00007611691],"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":[0.000001090781,0.000004859987,0.000007116611,0.0001725878,0.00001949931,4.851385e-7,0.00001642324,7.92809e-7,0.02049695,0.4780058,0.001340234,0.4999342],"study_design_scores_gemma":[0.00006466985,0.00003351925,0.000004056905,0.0001295735,0.00003259704,0.00002763476,0.000004365488,0.0002951788,0.01008625,0.002460571,0.9867154,0.0001461707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01026892,0.2122535,0.00421326,0.002151785,0.0009570591,0.002609178,0.00007208379,0.0006258093,0.7668484],"genre_scores_gemma":[0.2962027,0.6824951,0.006195024,0.0004096245,0.0003439215,0.0002614686,0.00001183066,0.0001067802,0.01397363],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9853752,"threshold_uncertainty_score":0.5588859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355773608131418,"score_gpt":0.2891553800443775,"score_spread":0.2655976439630633,"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."}}