{"id":"W4256119157","doi":"10.1145/1189769.1189778","title":"Peer data exchange","year":2006,"lang":"en","type":"article","venue":"ACM Transactions on Database Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Data exchange; Tuple; Peer-to-peer; Schema (genetic algorithms); Data sharing; Generalization; Data source; Theoretical computer science; Information retrieval; Distributed computing; 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":[0.008101888,0.001024668,0.001478076,0.001703267,0.002705371,0.00742876,0.006299261,0.002965062,0.03799364],"category_scores_gemma":[0.02550192,0.0007195282,0.00173151,0.003862312,0.001912917,0.01862973,0.01274984,0.003270698,0.01164776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143204,"about_ca_system_score_gemma":0.003359398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607535,"about_ca_topic_score_gemma":0.001736887,"domain_scores_codex":[0.9871514,0.003276474,0.001403456,0.002588112,0.004486065,0.001094542],"domain_scores_gemma":[0.9833254,0.004333498,0.0009418947,0.008292156,0.00242569,0.0006814611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002005533,0.0001068285,0.001310169,0.0004978994,0.00009301199,0.0004435896,0.0008353336,0.01114484,0.001094419,0.7859198,0.05530261,0.143051],"study_design_scores_gemma":[0.00009244546,0.00008378852,0.0002993617,0.0001549779,0.0000464619,0.0007383129,0.000483797,0.02700027,0.002485359,0.3553015,0.6132597,0.00005396669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01175337,0.003030333,0.8350553,0.007096178,0.001691359,0.001400343,0.003066248,0.00343111,0.1334759],"genre_scores_gemma":[0.2979111,0.005308218,0.5440571,0.004950394,0.001605137,0.001927889,0.01416356,0.001873459,0.1282031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03799364,"threshold_uncertainty_score":0.1271014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697215860345619,"score_gpt":0.2892360718961638,"score_spread":0.2195144858616019,"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."}}