{"id":"W2062851193","doi":"10.4108/icst.simutools2008.2936","title":"PDST: A Peer Database Simulation Tool for Data Sharing Systems","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Peer-to-peer; Data sharing; File sharing; Database; Distributed database; Distributed computing; Data modeling; File system; Operating system; The Internet","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":[0.001647516,0.001059892,0.001179314,0.0008344984,0.0007649744,0.001349283,0.003091987,0.0014848,0.01747101],"category_scores_gemma":[0.004955892,0.000770903,0.001055818,0.001049853,0.0004962902,0.00207231,0.001886092,0.002019811,0.003142911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008493492,"about_ca_system_score_gemma":0.001421172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007257674,"about_ca_topic_score_gemma":0.00418715,"domain_scores_codex":[0.9990569,0.0003317393,0.0001078597,0.00008462405,0.0003313497,0.0000875339],"domain_scores_gemma":[0.9980003,0.001083226,0.00006803783,0.0002633905,0.0004141513,0.0001708955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006151483,0.0002623662,0.003173319,0.0008145631,0.000223465,0.0002942428,0.0004781186,0.8260697,0.006234508,0.03039591,0.05066464,0.08077402],"study_design_scores_gemma":[0.0001472685,0.00005730684,0.0001845496,0.00003507637,0.00003173819,0.00006820722,0.0000264135,0.9521771,0.003551149,0.006416728,0.03727565,0.00002866371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02084953,0.0006305031,0.9017324,0.0006120895,0.0003945432,0.000538697,0.006461834,0.0535007,0.01527965],"genre_scores_gemma":[0.3597528,0.001801668,0.5955905,0.0004863021,0.0001434265,0.002168529,0.01362007,0.01009647,0.0163402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01747101,"threshold_uncertainty_score":0.05844635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497647357226456,"score_gpt":0.3431743677517162,"score_spread":0.1934096320290706,"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."}}