{"id":"W3168796315","doi":"10.1140/epjs/s11734-021-00295-7","title":"Recent highlights from GENIE v3","year":2021,"lang":"en","type":"preprint","venue":"The European Physical Journal Special Topics","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"H2020 Marie Skłodowska-Curie Actions; H2020 European Research Council; Fermilab; High Energy Physics; Office of Science; Russian Science Foundation; U.S. Department of Energy; European Commission; European Regional Development Fund; Horizon 2020 Framework Programme; Institut National de Physique Nucléaire et de Physique des Particules; Generalitat Valenciana; Ministerio de Ciencia e Innovación; Durham University; Science and Technology Facilities Council; Strong","keywords":"Neutrino; Milestone; Physics; Core (optical fiber); Particle physics; Computer science; Geography","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":[0.01247012,0.001698278,0.0008408124,0.001806966,0.001302365,0.00575011,0.002715636,0.001935261,0.07214897],"category_scores_gemma":[0.01278868,0.0007417151,0.001064313,0.00309876,0.0009460134,0.00472873,0.006410275,0.003567496,0.04999619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003394831,"about_ca_system_score_gemma":0.005018675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004532374,"about_ca_topic_score_gemma":0.00294075,"domain_scores_codex":[0.9959106,0.0009068387,0.0001266131,0.0007081547,0.001717431,0.0006304458],"domain_scores_gemma":[0.9927026,0.001166887,0.0003455116,0.00156062,0.002272278,0.001952083],"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":[0.0003704117,0.00004261851,0.0005494243,0.0004686259,0.00003914241,0.0001201531,0.0001255446,0.001451158,0.001679664,0.05047032,0.8584393,0.08624354],"study_design_scores_gemma":[0.00001977477,0.0000308909,0.0003954819,0.00008125259,0.000007346789,0.00006247588,0.00002161822,0.0003644174,0.000910011,0.006421641,0.9916673,0.00001790254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02019691,0.07931923,0.07865305,0.1244817,0.08450679,0.000441273,0.04498642,0.03598546,0.5314292],"genre_scores_gemma":[0.1250739,0.07030734,0.1006859,0.05708674,0.03600372,0.001223752,0.1312761,0.08355086,0.3947917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07214897,"threshold_uncertainty_score":0.2413624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560982823953395,"score_gpt":0.2956575392113718,"score_spread":0.2600477109718379,"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."}}