{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651747,0.00006419757,0.00008283482,0.00003392554,0.00005398197,0.00003182174,0.002623609,0.00002115127,0.00000809543],"category_scores_gemma":[0.00009251825,0.00003983816,0.0000264746,0.0001690317,0.00004338786,0.0004717294,0.00129914,0.00004765005,0.000008614927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001405122,"about_ca_system_score_gemma":0.00001374848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005160681,"about_ca_topic_score_gemma":0.000002901838,"domain_scores_codex":[0.9993284,0.000002772962,0.0001377466,0.0002080236,0.000196927,0.0001261117],"domain_scores_gemma":[0.9994039,0.00001390321,0.0001259546,0.0003493297,0.00008620895,0.00002068222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001306128,0.0002319303,0.02569448,0.00007716987,0.0000569427,7.746066e-7,0.003143015,4.624303e-7,0.01624431,0.8878413,0.0356124,0.03108415],"study_design_scores_gemma":[0.0009889174,0.0002364569,0.1273871,0.0001441305,0.00006427924,0.00004681309,0.0009129046,0.01093804,0.6851572,0.151358,0.02233369,0.0004324725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5102546,0.001009313,0.04135477,0.02664998,0.003875251,0.002026963,0.00002881839,0.0009578753,0.4138425],"genre_scores_gemma":[0.9809693,0.00001000602,0.01863837,0.0001318513,0.00002044068,0.000007209881,3.48686e-7,0.000002750008,0.0002197233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7364833,"threshold_uncertainty_score":0.4875362,"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."}}