{"id":"W4388802506","doi":"10.2172/2212868","title":"A New Era of Discovery: The 2023 Long-Range Plan for Nuclear Science (V.1.2)","year":2023,"lang":"en","type":"report","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Plan (archaeology); Range (aeronautics); Environmental science; Data science; Computer science; Geography; Engineering; Archaeology","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":[0.0003941159,0.0002130006,0.0003970776,0.0001070214,0.0001836296,0.00009477355,0.0004260414,0.0001073534,0.00005377525],"category_scores_gemma":[0.0001314755,0.0001365214,0.0001925446,0.0003855216,0.000180715,0.0001686678,0.0001403339,0.0003027162,0.00005367476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430693,"about_ca_system_score_gemma":0.0002482657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008526044,"about_ca_topic_score_gemma":0.0005755249,"domain_scores_codex":[0.9986405,0.000004787238,0.0002179743,0.0002445595,0.0005701777,0.0003220419],"domain_scores_gemma":[0.9992724,0.0001521266,0.00005980967,0.0003767489,0.00008176813,0.00005712929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001522007,0.0000144717,0.0001715852,0.0007517007,0.0004525997,0.000008755496,0.0005812782,0.0006338303,0.0002147139,0.0004451127,0.9803697,0.01634104],"study_design_scores_gemma":[0.0005542575,0.0001939841,0.04320492,0.0007309728,0.0004086451,0.00006646186,0.001144186,0.003132134,0.0002674777,0.0002353406,0.9489774,0.001084191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04688169,0.008480226,0.00835321,0.003761243,0.03192348,0.005170228,0.002009705,0.003957122,0.8894631],"genre_scores_gemma":[0.6473838,0.02759708,0.003370244,0.0001549924,0.006512073,0.00012019,0.00007747504,0.001320054,0.3134641],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6005021,"threshold_uncertainty_score":0.5567181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05695929736980454,"score_gpt":0.2912052941305909,"score_spread":0.2342459967607864,"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."}}