{"id":"W2065250213","doi":"10.1142/s0218843011002249","title":"SCHEMA MEDIATION IN PEER DATA MANAGEMENT SYSTEMS","year":2011,"lang":"en","type":"article","venue":"International Journal of Cooperative Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Schema (genetic algorithms); Data sharing; Data management; Peer-to-peer; Database schema; Information retrieval; World Wide Web; Database; Database design","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":[0.01527245,0.0006161736,0.001190749,0.001795611,0.002852864,0.006849248,0.004779255,0.002875373,0.003903153],"category_scores_gemma":[0.02620549,0.001415925,0.001241084,0.002918978,0.003183712,0.01204768,0.008871988,0.002783948,0.001400611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608904,"about_ca_system_score_gemma":0.002966485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003016506,"about_ca_topic_score_gemma":0.001758872,"domain_scores_codex":[0.9828154,0.006949194,0.001815176,0.002373768,0.005276224,0.0007702226],"domain_scores_gemma":[0.9824263,0.006667058,0.0009628323,0.007712313,0.001501673,0.0007298957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005681165,0.0004257476,0.00953284,0.001170641,0.0005603703,0.002138741,0.008060918,0.04769444,0.01978776,0.5144504,0.01510926,0.3805009],"study_design_scores_gemma":[0.0002614966,0.0002356245,0.001311058,0.0002755193,0.0002839349,0.001335704,0.001593889,0.2283939,0.03682331,0.4671657,0.2620808,0.000239232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02956926,0.001948538,0.9484808,0.001907353,0.00022399,0.0005609661,0.0002083608,0.007995486,0.009105215],"genre_scores_gemma":[0.4304458,0.001751888,0.5559267,0.0006785865,0.0002307058,0.0006595345,0.0008899263,0.001055338,0.008361452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01527245,"threshold_uncertainty_score":0.08076942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06540175308036864,"score_gpt":0.2999038806387846,"score_spread":0.234502127558416,"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."}}