{"schemaVersion":1,"target":{"type":"reading","id":"d4491b08b1139015c25503f65c09f1986f32dbd1b81ebbf280ebaa5b7c99b296","revision":"7c2c9b32-93ec-49c7-8185-fade1180bbb9","revisionKind":"publication-id","title":"arXiv: When socio-demographics help model offensiveness","url":"https://escapemeridian.com/readings/arxiv-when-socio-demographics-help-model-offensiveness-d4491b08"},"source":{"type":"source","id":"https://arxiv.org/abs/2610.37896","revision":"cba8765bc9ccb0e7e6b6e4f1d92e660f091a809962767a91ac0deee85b8ef7a8","revisionKind":"sha256-source-text","title":"The Anatomy of Socio-Demographics in Pluralistic Offensiveness Modeling: When and Where It Helps, and the Role of Reasoning","url":"https://arxiv.org/abs/2610.37896"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}