{"id":"W3108762009","doi":"10.1515/pac-2019-0302","title":"Vocabulary of radioanalytical methods (IUPAC Recommendations 2020)","year":2020,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"International Union of Pure and Applied Chemistry","keywords":"Nuclide; Chemistry; Characterization (materials science); Radiochemistry; Nuclear physics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001245564,0.0002166985,0.0003313239,0.000006091424,0.0001013884,0.00003236298,0.0002040102,0.0001780973,0.003258853],"category_scores_gemma":[0.00006898788,0.0002229663,0.00008132511,0.0001589067,0.0001321706,0.00005588103,0.00008567287,0.0003710236,0.000002232009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002044235,"about_ca_system_score_gemma":0.0000534852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.542078e-7,"about_ca_topic_score_gemma":3.210915e-8,"domain_scores_codex":[0.9988468,0.0000082106,0.0003481142,0.0004127942,0.0001517236,0.000232316],"domain_scores_gemma":[0.9992315,0.0001254869,0.0001600112,0.0002086417,0.00003436086,0.0002400615],"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":[0.00005779018,0.00004510479,0.0001579945,0.0009163343,0.0001111009,0.000003314164,0.0002105529,0.00000631268,0.9717602,0.0001113387,0.002469334,0.02415063],"study_design_scores_gemma":[0.0004345593,0.000004156266,0.000004880657,0.00003195169,0.0001021358,0.00001567618,0.0005479464,0.0004204299,0.9687522,0.0004741247,0.0289841,0.000227858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3625943,0.003284096,0.01123858,0.01095756,0.00005115514,0.0001580932,0.0003885433,0.0003246476,0.611003],"genre_scores_gemma":[0.9885927,0.0001447517,0.009687669,0.0002678933,0.0004806392,0.00002132491,0.0001832664,0.00002795701,0.0005938049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6259984,"threshold_uncertainty_score":0.9976523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967030089932165,"score_gpt":0.3127480541482014,"score_spread":0.2930777532488798,"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."}}