{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003532943,0.0002797336,0.0004814592,0.00003066735,0.0009541292,0.0001436486,0.0004401166,0.0000201533,0.0003881917],"category_scores_gemma":[0.000001725599,0.0002808721,0.0003237422,0.0004290966,0.0001600042,0.0007038527,0.0006428786,0.0008193569,0.0000210852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007181644,"about_ca_system_score_gemma":0.0001776339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002934817,"about_ca_topic_score_gemma":1.282978e-7,"domain_scores_codex":[0.9977077,0.0001657754,0.0004917938,0.0002649425,0.0008491948,0.0005205449],"domain_scores_gemma":[0.9984873,0.0001034477,0.0005019571,0.0003566938,0.0002739733,0.00027661],"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":[0.0001599572,0.001634194,0.005794953,0.00003436134,0.0003315556,0.00002330665,0.002935797,0.002836633,0.01674016,0.8718932,0.003111874,0.09450395],"study_design_scores_gemma":[0.009104303,0.004885484,0.002171873,0.0001208788,0.0007134841,0.00006948712,0.01439,0.02261816,0.2197713,0.6473287,0.07631803,0.002508335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868805,0.00009696686,0.001875037,0.0006445131,0.0003822102,0.0002697241,0.0001075931,0.00003950292,0.009703914],"genre_scores_gemma":[0.996966,0.00001963054,0.0001537916,0.0001478578,0.002131808,0.00001466356,0.000009116247,0.00007880215,0.0004783301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2245646,"threshold_uncertainty_score":0.9999644,"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."}}