{"id":"W2373309191","doi":"","title":"Research on Multi-Agent-based Active Real-time Data Warehouse","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data warehouse; Computer science; Warehouse; Real-time data; Database; Dimensional modeling; Response time; Data mining; Distributed computing; World Wide Web; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001816631,0.0003744978,0.000522974,0.0006582651,0.0006032119,0.002794216,0.002109746,0.0009179876,0.001187256],"category_scores_gemma":[0.002039346,0.0003575926,0.0005967117,0.001227411,0.0007311486,0.006821561,0.0005844518,0.00109425,0.000507565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008414709,"about_ca_system_score_gemma":0.001127134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846351,"about_ca_topic_score_gemma":0.0006953859,"domain_scores_codex":[0.9992124,0.0002471044,0.0000622792,0.0001773982,0.0002455296,0.00005533087],"domain_scores_gemma":[0.9988673,0.0004209492,0.0000705958,0.0001216945,0.0004496469,0.00006989414],"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":[0.0001793668,0.0004765571,0.001925133,0.0008662617,0.0001658826,0.0003883039,0.001372635,0.0656986,0.01571098,0.5528184,0.007640072,0.3527579],"study_design_scores_gemma":[0.0001246845,0.0002642717,0.0007455112,0.0001417489,0.0001514222,0.0003994081,0.0005820911,0.7427164,0.01905922,0.123503,0.112231,0.00008117301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01676824,0.006010373,0.9584581,0.001478772,0.0002897267,0.00009241975,0.00003185527,0.0006750359,0.01619556],"genre_scores_gemma":[0.5188414,0.01656058,0.4489805,0.0008524454,0.0007111958,0.0002819674,0.0002568344,0.0001663886,0.0133485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002794216,"threshold_uncertainty_score":0.009607375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09695085573448375,"score_gpt":0.3516609973859953,"score_spread":0.2547101416515115,"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."}}