{"id":"W6929456498","doi":"10.48550/arxiv.1710.07150","title":"Parallelized JUNO simulation software based on SNiPER","year":2017,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Cherenkov radiation; Detector; Software; Neutrino; Speedup; Task (project management); Event (particle physics); Muon","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":[0.001079875,0.001294006,0.0008854534,0.0005727021,0.00062671,0.001206426,0.00352673,0.0008372499,0.01500528],"category_scores_gemma":[0.001851021,0.0007659193,0.001660642,0.0006623517,0.0006880659,0.001202061,0.001307697,0.002003153,0.002723312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009352263,"about_ca_system_score_gemma":0.002232362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008284085,"about_ca_topic_score_gemma":0.005584317,"domain_scores_codex":[0.999334,0.0001275467,0.00005487058,0.0001315701,0.0002277544,0.000124088],"domain_scores_gemma":[0.9992929,0.0002133234,0.00005060364,0.0001068631,0.0002495804,0.00008678412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001395073,0.0004327297,0.007171325,0.001133384,0.0003939412,0.0005451684,0.0008720365,0.7657601,0.02295749,0.04173085,0.06193713,0.09567071],"study_design_scores_gemma":[0.000175344,0.00005699603,0.0005217387,0.00003225012,0.00004434341,0.00006703047,0.00003883753,0.9438878,0.008531053,0.005327884,0.04127546,0.00004133966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.04637104,0.0006513984,0.7907894,0.0003975672,0.0004413231,0.0006033506,0.004660883,0.1153945,0.04069063],"genre_scores_gemma":[0.3313104,0.001107959,0.5965083,0.0005824865,0.0001067628,0.001905238,0.0212612,0.02282482,0.02439279],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01500528,"threshold_uncertainty_score":0.05019772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142486707439628,"score_gpt":0.1992385752731307,"score_spread":0.08498990452916794,"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."}}