{"id":"W2964045374","doi":"10.5334/jors.au","title":"Cactus: Issues for Sustainable Simulation Software","year":2014,"lang":"en","type":"article","venue":"Journal of Open Research Software","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Perimeter Institute","funders":"","keywords":"Software deployment; Computer science; Supercomputer; Modular design; Cactus; Software; Modularity (biology); 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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0289229,0.001452378,0.001454117,0.002611747,0.003337524,0.01084617,0.009354397,0.009191956,0.02193553],"category_scores_gemma":[0.07387775,0.001286481,0.002017575,0.003291374,0.008753332,0.02625845,0.009420004,0.008919536,0.007491698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004181422,"about_ca_system_score_gemma":0.009322916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008497163,"about_ca_topic_score_gemma":0.00519539,"domain_scores_codex":[0.9847198,0.006995412,0.001136353,0.0008960926,0.005337702,0.0009147255],"domain_scores_gemma":[0.9479884,0.02903832,0.001191294,0.008096858,0.01015114,0.003533914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000562008,0.00005276737,0.0007877608,0.0002515727,0.00005035746,0.000135474,0.0007788237,0.02138963,0.0005241369,0.8510228,0.06559785,0.05935259],"study_design_scores_gemma":[0.00003434281,0.00003622856,0.0001795483,0.0004768215,0.00002079924,0.0001965802,0.0005566197,0.05704826,0.0007275112,0.4773423,0.4633119,0.00006889985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.008649259,0.005391646,0.7526018,0.139192,0.004755459,0.0002609081,0.0006368292,0.01568135,0.07283089],"genre_scores_gemma":[0.1662756,0.008798433,0.7645444,0.01005926,0.003582147,0.001033468,0.002342687,0.01708865,0.02627543],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9906456,"threshold_uncertainty_score":0.1529607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032818031572618,"score_gpt":0.43665117924448,"score_spread":0.3333693760872183,"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."}}