{"id":"W4391055211","doi":"10.1145/3641832.3641842","title":"Future Database Engine Development: You Will Only Need One Programming Language","year":2023,"lang":"en","type":"article","venue":"ACM SIGMOD Record","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; SPARK (programming language); Database; Java; Programming language; Productivity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002874254,0.0002470196,0.0002413007,0.0003402626,0.0001819508,0.0001162252,0.002787605,0.0001227839,0.00001823193],"category_scores_gemma":[0.0005698354,0.0002365464,0.00004375015,0.001721666,0.00005441974,0.001350804,0.002658145,0.0003462647,0.0002982789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008308006,"about_ca_system_score_gemma":0.0001086318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002432825,"about_ca_topic_score_gemma":0.00007424275,"domain_scores_codex":[0.9980576,0.00002792149,0.0002844687,0.0006739543,0.0003449923,0.000611079],"domain_scores_gemma":[0.997389,0.0001327213,0.0001176673,0.002208985,0.00005317558,0.00009840664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005382398,0.00004051284,0.0002716281,0.00002905583,0.00002302106,0.0001410319,0.0007563704,0.000008172776,0.002535827,0.001950218,0.001751648,0.9924871],"study_design_scores_gemma":[0.001228188,0.0002386401,0.002282825,0.0002019724,0.00002379464,0.00006580218,0.002694993,0.004417256,0.03103282,0.004003331,0.9522725,0.001537843],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2156591,0.0007411672,0.7665132,0.005044687,0.001530154,0.0006813864,0.00005685079,0.009617753,0.00015571],"genre_scores_gemma":[0.03962586,0.0001305085,0.9585849,0.000160962,0.0002525664,0.00008067561,0.0003060551,0.00003881155,0.0008196422],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9909493,"threshold_uncertainty_score":0.9646082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118001355394832,"score_gpt":0.2615194378698532,"score_spread":0.2403394243159049,"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."}}