{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040327,0.001338544,0.0009658691,0.001199282,0.003041273,0.01206287,0.00217343,0.009037943,0.06737803],"category_scores_gemma":[0.01204895,0.0005161795,0.001187563,0.001265191,0.00416849,0.01501894,0.007523555,0.01069926,0.05555972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005634573,"about_ca_system_score_gemma":0.01270493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003760091,"about_ca_topic_score_gemma":0.004433391,"domain_scores_codex":[0.9950708,0.001090607,0.0001415284,0.0004836749,0.002187122,0.001026311],"domain_scores_gemma":[0.9941781,0.0009318014,0.0002727456,0.0004676996,0.001565063,0.002584631],"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":[0.00005209141,0.00003282755,0.000128735,0.000177346,0.0000139908,0.00005064821,0.00007867039,0.0001313707,0.0004623339,0.09724045,0.8455216,0.05610979],"study_design_scores_gemma":[0.00001059807,0.00003123273,0.0001680968,0.0001948182,0.000004297658,0.00004307323,0.00006372923,0.0001177495,0.0001373,0.03665409,0.9625593,0.00001579768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001694937,0.07072964,0.01717604,0.5254717,0.1237817,0.000214133,0.003796226,0.003361471,0.2537742],"genre_scores_gemma":[0.0377085,0.0823227,0.05430297,0.3936372,0.0320196,0.0008167747,0.007915026,0.003847412,0.3874299],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06737803,"threshold_uncertainty_score":0.2254019,"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."}}