{"id":"W2548293999","doi":"10.1002/9781118640708.ch05","title":"Data Distribution Management","year":2013,"lang":"en","type":"other","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Distributed computing; Overlay network; Layer (electronics); Data management; Search engine indexing; Grid; Distributed management; Architecture; Distributed database; Overlay; Peer-to-peer; Data mining; The Internet; Information retrieval; World Wide Web","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":[0.004731319,0.001042619,0.001209203,0.003707371,0.002830098,0.009533641,0.005173213,0.001479207,0.03895836],"category_scores_gemma":[0.0135299,0.0006564982,0.0008441078,0.00492334,0.001082166,0.008222909,0.007075648,0.00224336,0.02781457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442444,"about_ca_system_score_gemma":0.004019331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804426,"about_ca_topic_score_gemma":0.001135572,"domain_scores_codex":[0.9956425,0.0004763762,0.0005609172,0.0009473041,0.001897218,0.0004755469],"domain_scores_gemma":[0.9903486,0.001306605,0.0004389836,0.004378647,0.002824828,0.0007024587],"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":[0.0003984076,0.0002753608,0.003209213,0.0006248417,0.00007366672,0.0003257145,0.0009555669,0.004277009,0.008304703,0.1303619,0.291367,0.5598266],"study_design_scores_gemma":[0.00004544817,0.00006020198,0.0007645916,0.0001574753,0.00003840809,0.0004601135,0.0003228351,0.01322257,0.01438338,0.02965718,0.9408213,0.00006644645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01041877,0.00383619,0.7453886,0.005096417,0.002353687,0.002411125,0.009933438,0.05993923,0.1606226],"genre_scores_gemma":[0.2157137,0.007310962,0.4017224,0.005573927,0.002226293,0.003421604,0.05074577,0.01438482,0.2989005],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03895836,"threshold_uncertainty_score":0.1303287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904265199384891,"score_gpt":0.2606993637713788,"score_spread":0.2316567117775298,"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."}}