{"id":"W2976190294","doi":"10.1515/pac-2019-0904","title":"15<sup>th</sup> Eurasia Conference on Chemical Sciences (EuAsC<sub>2</sub>S-15) – 5<sup>th</sup>–8<sup>th</sup> September 2018, Rome, Italy","year":2019,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006547602,0.001822636,0.001578305,0.0001152963,0.0008782609,0.0008479512,0.001795553,0.001455211,0.004886407],"category_scores_gemma":[0.0001353478,0.001802334,0.0004835344,0.0007941665,0.001213947,0.0006437105,0.0005905856,0.002273414,0.0006489714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392075,"about_ca_system_score_gemma":0.0005596171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008232889,"about_ca_topic_score_gemma":8.324424e-7,"domain_scores_codex":[0.9914836,0.00004797454,0.001417189,0.003150473,0.00173812,0.002162612],"domain_scores_gemma":[0.9959326,0.0004601907,0.0007342281,0.001591397,0.0002656153,0.001015956],"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":[0.0003701422,0.0005242302,0.001643239,0.002199861,0.0003581587,0.0000515082,0.0008146054,0.001118176,0.9775614,0.000203369,0.01056921,0.00458615],"study_design_scores_gemma":[0.002607956,0.00005984721,0.00003061796,0.0006062097,0.0002568899,0.0002113665,0.003045794,0.005203069,0.9732721,0.001013661,0.01155079,0.002141697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7578217,0.0006520771,0.00003099034,0.0003583282,0.00004979646,0.00034811,0.0002325953,0.0003645301,0.2401418],"genre_scores_gemma":[0.9904248,0.0001921513,0.0003499387,0.000495177,0.001532088,0.0002280703,0.0007681806,0.0002015948,0.005807958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2343339,"threshold_uncertainty_score":0.9998411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128031452086132,"score_gpt":0.229634681829001,"score_spread":0.2168315366203878,"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."}}