{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005387742,0.0001604394,0.0001821687,0.0001478942,0.0002008666,0.000213933,0.002952375,0.00006037406,0.00003778918],"category_scores_gemma":[0.00006090681,0.0001379667,0.00004094982,0.0003326766,0.00003942095,0.0009320771,0.0001007164,0.0001494488,0.0003578354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003005582,"about_ca_system_score_gemma":0.00004478833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002977729,"about_ca_topic_score_gemma":0.000450932,"domain_scores_codex":[0.9982386,0.00008967936,0.0002613627,0.0005947225,0.0005194093,0.0002962067],"domain_scores_gemma":[0.9946458,0.0002039429,0.00006333311,0.004943543,0.00008133407,0.00006198424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006604196,0.001999972,0.0008095505,0.0007583306,0.0003130113,0.0006518948,0.0008153832,0.004337924,0.003678022,0.08136776,0.7225571,0.182645],"study_design_scores_gemma":[0.0010997,0.0001183415,0.0009351831,0.0001748253,0.0000641161,0.0002673595,0.0003964993,0.08375075,0.002452761,0.0006909032,0.9092853,0.0007642432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005300246,0.0006093375,0.9907727,0.002572579,0.00180007,0.0002292313,0.0006614061,0.0004270511,0.00239763],"genre_scores_gemma":[0.9329497,0.00008065848,0.05508913,0.0002477592,0.0004102825,0.0000893196,0.0006456998,0.00002729778,0.0104602],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9356835,"threshold_uncertainty_score":0.5626119,"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."}}