{"id":"W3179596420","doi":"10.1088/1361-6471/ac48a4","title":"PROSPECT-II physics opportunities","year":2022,"lang":"en","type":"article","venue":"Journal of Physics G Nuclear and Particle Physics","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Oak Ridge National Laboratory; Lawrence Livermore National Laboratory; High Energy Physics; Drexel University; Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; Yale University; Temple University; National Institute of Standards and Technology; Office of Science; Canada First Research Excellence Fund; Laboratory Directed Research and Development; Battelle; National Science Foundation; Brookhaven National Laboratory; U.S. Department of Energy","keywords":"Neutrino; Oak Ridge National Laboratory; Nuclear physics; Physics; Sterile neutrino; Research reactor; Nuclear engineering; Neutrino oscillation; Neutrino detector; Neutron; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00394563,0.001034911,0.0004510691,0.001179876,0.001553937,0.003804861,0.001553504,0.00247589,0.03890045],"category_scores_gemma":[0.002179525,0.0004663451,0.0008946331,0.0006383625,0.001267459,0.003653072,0.005401602,0.004177276,0.01155453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416266,"about_ca_system_score_gemma":0.00246454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004356642,"about_ca_topic_score_gemma":0.0006342615,"domain_scores_codex":[0.9988378,0.0002301992,0.00001820688,0.0002624689,0.0003793636,0.0002719854],"domain_scores_gemma":[0.9978026,0.0002742969,0.0001279309,0.0003354883,0.0003525688,0.001107048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007679549,0.0004231594,0.004883773,0.0006043559,0.00006109474,0.0007862572,0.0003917321,0.0009489139,0.01030248,0.4528743,0.3569615,0.1709946],"study_design_scores_gemma":[0.0001649935,0.0003783178,0.002381824,0.0001519995,0.00002139063,0.0008217813,0.0001565405,0.001281862,0.003842291,0.1078471,0.8829028,0.00004915513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03851878,0.01710274,0.04191484,0.1127432,0.01527487,0.0003336728,0.004595114,0.003492084,0.7660246],"genre_scores_gemma":[0.5543575,0.01532231,0.08535736,0.05162461,0.01524902,0.0008868995,0.01063124,0.00158839,0.2649828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03890045,"threshold_uncertainty_score":0.1301349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06122623708571033,"score_gpt":0.2863832127666164,"score_spread":0.2251569756809061,"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."}}