{"id":"W6969027694","doi":"10.5281/zenodo.6785124","title":"DarkNews: A Monte Carlo Generator for New Physics in Neutrino Scattering","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Lepton; Monte Carlo method; Neutrino; Photon; Scalar (mathematics); Generator (circuit theory); Physics beyond the Standard Model; Muon; Elementary particle","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":[0.002152991,0.001355412,0.0007475473,0.001097384,0.0005663116,0.001482536,0.00291393,0.001376528,0.02735016],"category_scores_gemma":[0.00887685,0.001076202,0.0009571803,0.0008081325,0.0007127968,0.002151927,0.001655987,0.002323619,0.005711778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009701822,"about_ca_system_score_gemma":0.001174604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764198,"about_ca_topic_score_gemma":0.002275546,"domain_scores_codex":[0.9991009,0.0003735078,0.00004522443,0.0001127625,0.0002755958,0.0000919354],"domain_scores_gemma":[0.9967113,0.002112615,0.0001387901,0.0004583585,0.0003972524,0.0001817889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001782498,0.0003202666,0.006809163,0.0006677391,0.000430862,0.0006265245,0.0003715251,0.4601929,0.00841407,0.2378696,0.103841,0.1786739],"study_design_scores_gemma":[0.000244111,0.00005200205,0.0001806724,0.00005460845,0.00002903506,0.0001071979,0.00001186295,0.8890597,0.008329066,0.0580734,0.04381192,0.00004653421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01100978,0.0006122601,0.9175135,0.0003513601,0.0004129176,0.000272516,0.003480066,0.05483933,0.01150827],"genre_scores_gemma":[0.2908419,0.0006877086,0.6592669,0.0008718287,0.0003016733,0.001709218,0.007760375,0.02457529,0.01398508],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02735016,"threshold_uncertainty_score":0.09149539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05648348330496166,"score_gpt":0.2736903121268076,"score_spread":0.2172068288218459,"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."}}