{"id":"W4380629788","doi":"10.1162/dint_a_00209","title":"MillenniumDB: An Open-Source Graph Database System","year":2023,"lang":"en","type":"article","venue":"Data Intelligence","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo; Pontificia Universidad Católica de Chile; Universidad de Chile; University of Waterloo; University of Toronto; University of Galway; National University of Ireland; Universidad Técnica Federico Santa María","keywords":"Computer science; Graph database; Query language; Query optimization; Graph; Search engine indexing; Information retrieval; Theoretical computer science; Joins; Database; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001818849,0.0008714388,0.0007977335,0.003365005,0.0007456203,0.003997076,0.005469285,0.0009477075,0.008914012],"category_scores_gemma":[0.007356626,0.0006647105,0.0009099524,0.00501042,0.0006926687,0.006587903,0.00500632,0.001321981,0.004211058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360521,"about_ca_system_score_gemma":0.002285185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095378,"about_ca_topic_score_gemma":0.01123975,"domain_scores_codex":[0.998419,0.0002274174,0.0002061473,0.0004075674,0.0006317327,0.0001080979],"domain_scores_gemma":[0.9961966,0.0007824517,0.0002207416,0.001834806,0.0006414589,0.0003240025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001589764,0.0004205309,0.00626484,0.001869295,0.0005235531,0.0005904809,0.0006131586,0.02164673,0.01109876,0.1031549,0.4643756,0.3878524],"study_design_scores_gemma":[0.0008313833,0.0002747434,0.005197859,0.0003121137,0.0002523012,0.0008957455,0.0008320047,0.2335411,0.03065221,0.1497159,0.5771801,0.0003146057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.03052348,0.003176313,0.4239186,0.002029254,0.0004961025,0.0006481927,0.06270939,0.4481576,0.02834099],"genre_scores_gemma":[0.2699463,0.002794196,0.4834449,0.001729768,0.0001796369,0.000700441,0.2050004,0.02220157,0.01400277],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.01095378,"threshold_uncertainty_score":0.02982038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103571274253965,"score_gpt":0.3299497707628121,"score_spread":0.2263784965088471,"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."}}