https://themetest.press.confychair.org/demojournal <p>A demonstration journal used to preview ConfyPress themes with real content: issues, articles, authors and abstracts. Open access, peer-reviewed (demo only).</p> ConfyPress en-US Journal of Confy Demonstration Studies 2999-0001 https://themetest.press.confychair.org/demojournal/article/view/1 <p>This study proposes a lightweight convolutional neural network for classifying rice leaf diseases from smartphone images captured in Indonesian smallholder farms. Trained on 8,400 field images across four disease classes, the model attains 96.2% accuracy while running on-device, enabling offline diagnosis where connectivity is limited.</p> Siti Rahmawati Budi Santoso Copyright (c) 2026-07-01 2026-07-01 1 1 1 14 https://themetest.press.confychair.org/demojournal/article/view/2 <p>Multi-tenant conference platforms must enforce strict data isolation while sharing infrastructure. We present a row-level federated query layer that injects tenant scope at the ORM boundary, eliminating a class of cross-tenant leakage bugs. Benchmarks on a 40-tenant deployment show under 6% overhead versus hand-written scoped queries.</p> Dewi Lestari Copyright (c) 2026-07-01 2026-07-01 1 1 15 31 https://themetest.press.confychair.org/demojournal/article/view/3 <p>Accreditation readiness (SINTA, DOAJ, Garuda) remains a barrier for small Indonesian journals lacking technical staff. We describe a managed OJS hosting model that bundles deployment, updates, backups, and metadata compliance, and report on onboarding time and indexing outcomes across pilot journals.</p> Andi Wijaya Rina Kusuma Copyright (c) 2026-07-01 2026-07-01 1 1 32 49