{"id":"W4387075785","doi":"10.48550/arxiv.2309.13780","title":"Modern Software Development for JUNO offline software","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; Youth Innovation Promotion Association; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Computer science; Software; Software development; Software engineering; Operating system","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":[0.008478366,0.003029697,0.001551721,0.003249935,0.001307413,0.003356175,0.00467006,0.001067059,0.04151973],"category_scores_gemma":[0.02385326,0.002440702,0.002554906,0.002481107,0.001238031,0.004474209,0.004346728,0.005586918,0.04126864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115379,"about_ca_system_score_gemma":0.004296007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230261,"about_ca_topic_score_gemma":0.001279256,"domain_scores_codex":[0.9938233,0.001056652,0.001127265,0.001605046,0.00171979,0.0006679423],"domain_scores_gemma":[0.9855449,0.00390856,0.00120341,0.003635813,0.004743397,0.0009639626],"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":[0.002710099,0.0005877158,0.005183927,0.003898353,0.0004958762,0.001222188,0.003115103,0.005922677,0.02981068,0.01645957,0.4654891,0.4651046],"study_design_scores_gemma":[0.0009480613,0.0004787604,0.00700458,0.0009571516,0.0002676704,0.001218882,0.0005953964,0.04976982,0.04566182,0.01614418,0.876401,0.0005527214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.006316029,0.0004369589,0.2956937,0.0003586267,0.0003865324,0.001689516,0.01122397,0.6672231,0.01667155],"genre_scores_gemma":[0.04792121,0.001131154,0.4735817,0.001268518,0.0002741164,0.004602277,0.1128988,0.3306486,0.02767354],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.04151973,"threshold_uncertainty_score":0.1388974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115272580362998,"score_gpt":0.2178775719268278,"score_spread":0.1026049915638297,"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."}}