{"id":"W4206662978","doi":"10.1140/epjs/s11734-021-00295-7","title":"Recent highlights from GENIE v3","year":2021,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"H2020 Marie Skłodowska-Curie Actions; H2020 European Research Council; U.S. Department of Energy; High Energy Physics; Science and Technology Facilities Council; Generalitat Valenciana; European Regional Development Fund","keywords":"Neutrino; Milestone; Physics; Core (optical fiber); Physics beyond the Standard Model; Computer science; Particle physics; Geography; Telecommunications","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":[0.009909664,0.001427904,0.0006861754,0.001348184,0.001281382,0.005691061,0.003010915,0.002492669,0.09752642],"category_scores_gemma":[0.01159654,0.0006474248,0.001019023,0.002533684,0.0008319914,0.004319314,0.00498554,0.004321412,0.07897773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003713655,"about_ca_system_score_gemma":0.006612846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006270315,"about_ca_topic_score_gemma":0.005998132,"domain_scores_codex":[0.9968973,0.0005658762,0.000115125,0.0004382024,0.001442694,0.0005407627],"domain_scores_gemma":[0.9942523,0.0007626151,0.000251,0.0007615758,0.002026889,0.001945611],"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":[0.0001526818,0.00002263046,0.0002087944,0.0003015783,0.00001407979,0.00006889205,0.00004658984,0.0003874381,0.0006449901,0.0154491,0.9188415,0.06386176],"study_design_scores_gemma":[0.000008063927,0.00001666638,0.0001656531,0.00006248092,0.000002955695,0.00003703164,0.00001153531,0.00006100107,0.000272341,0.001652628,0.9977028,0.000006877638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006281537,0.1206082,0.02640867,0.1824023,0.1184475,0.0003600428,0.02909002,0.01581644,0.5005853],"genre_scores_gemma":[0.0381542,0.1271684,0.04802455,0.1077586,0.03943685,0.001008612,0.08180922,0.02874263,0.5278969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09752642,"threshold_uncertainty_score":0.3262584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09562257018904956,"score_gpt":0.3233118929376939,"score_spread":0.2276893227486443,"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."}}