{"id":"W2081119992","doi":"10.1145/1598732.1598761","title":"Report from the second international workshop on software engineering for computational science and engineering (SE-CSE 09)","year":2009,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software engineering; Social software engineering; Software development; Computer science; Software; Software Engineering Process Group; Focus (optics); Software requirements; Personal software process; Engineering management; Software construction; Engineering; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01141946,0.001524501,0.001147443,0.002592382,0.001663708,0.005954458,0.001806638,0.001969319,0.1217678],"category_scores_gemma":[0.01132837,0.0005082105,0.001307636,0.002080751,0.0007120455,0.005888528,0.005421816,0.00465174,0.05835357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465519,"about_ca_system_score_gemma":0.003716834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569542,"about_ca_topic_score_gemma":0.008638684,"domain_scores_codex":[0.9939839,0.0013032,0.0002701799,0.0006457985,0.003151263,0.0006456731],"domain_scores_gemma":[0.9855142,0.001770157,0.0003575654,0.001364544,0.007318112,0.00367539],"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":[0.000141168,0.0001802939,0.0004046369,0.0001755258,0.00001917741,0.00007669287,0.0002219218,0.0002797089,0.001711913,0.002857815,0.9153246,0.07860649],"study_design_scores_gemma":[0.00004515605,0.0001288714,0.001444401,0.0001597162,0.00002865135,0.0001140904,0.0002878974,0.0006188398,0.002486207,0.003681106,0.9909718,0.00003321536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02042361,0.03431253,0.1715284,0.1742215,0.2724361,0.002314602,0.02534851,0.006298505,0.2931163],"genre_scores_gemma":[0.03008169,0.01670727,0.05806478,0.01266809,0.01874452,0.0009059956,0.04137226,0.00566024,0.8157952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1217678,"threshold_uncertainty_score":0.4073538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06316257408920818,"score_gpt":0.3301555414136587,"score_spread":0.2669929673244505,"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."}}