{"id":"W2405215503","doi":"10.14778/3402707.3402722","title":"Data coordination","year":2011,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","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; Base (topology); Data source; Distributed computing; Data mining; Mathematics","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":[0.021722,0.001668444,0.002089309,0.003245354,0.004274661,0.01204802,0.007774148,0.00234982,0.01848304],"category_scores_gemma":[0.04253867,0.001555691,0.002094592,0.005086179,0.003103774,0.01456868,0.02076654,0.003925,0.007551232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266229,"about_ca_system_score_gemma":0.007238782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007512508,"about_ca_topic_score_gemma":0.003999682,"domain_scores_codex":[0.9759986,0.006321148,0.003478066,0.006593495,0.006276252,0.001332421],"domain_scores_gemma":[0.9530836,0.009058706,0.001814877,0.0287537,0.005503864,0.001785145],"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":[0.0008776415,0.0002853485,0.006768697,0.0009649795,0.000352395,0.00109541,0.005688902,0.01567907,0.008261882,0.4645563,0.1244499,0.3710194],"study_design_scores_gemma":[0.0001386708,0.0001156299,0.0009515877,0.0003168985,0.0001890937,0.0007276246,0.001521386,0.03409495,0.01548474,0.1581375,0.7881651,0.0001568018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004752335,0.0005373766,0.9401848,0.002415328,0.0005529193,0.001014167,0.002226444,0.01242246,0.03589427],"genre_scores_gemma":[0.1925579,0.00116366,0.7441426,0.00261106,0.00059165,0.00154301,0.01462466,0.006729611,0.03603579],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.021722,"threshold_uncertainty_score":0.1148783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09979098660822669,"score_gpt":0.2560007567310874,"score_spread":0.1562097701228607,"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."}}