{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:ZNS6Q5XF4TA76UDKJ2SS2EPOBX","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"51b4f697600d74ca5ca775f008aeddfad243f43c0318f6b4616acd17c326b575","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2023-12-08T02:39:17Z","title_canon_sha256":"a68095ab664285c049624c628f9e20b582ed10821749518b2814c9b489b6b292"},"schema_version":"1.0","source":{"id":"2312.04804","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.04804","created_at":"2026-07-05T07:21:52Z"},{"alias_kind":"arxiv_version","alias_value":"2312.04804v1","created_at":"2026-07-05T07:21:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.04804","created_at":"2026-07-05T07:21:52Z"},{"alias_kind":"pith_short_12","alias_value":"ZNS6Q5XF4TA7","created_at":"2026-07-05T07:21:52Z"},{"alias_kind":"pith_short_16","alias_value":"ZNS6Q5XF4TA76UDK","created_at":"2026-07-05T07:21:52Z"},{"alias_kind":"pith_short_8","alias_value":"ZNS6Q5XF","created_at":"2026-07-05T07:21:52Z"}],"graph_snapshots":[{"event_id":"sha256:de9474b736760771d097c4b2e8c5dd59bff9ad3806eaeee37cda284fa8a7688b","target":"graph","created_at":"2026-07-05T07:21:52Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2312.04804/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"User-generated replies to hate speech are promising means to combat hatred, but questions about whether they can stop incivility in follow-up conversations linger. We argue that effective replies stop incivility from emerging in follow-up conversations - replies that elicit more incivility are counterproductive. This study introduces the task of predicting the incivility of conversations following replies to hate speech. We first propose a metric to measure conversation incivility based on the number of civil and uncivil comments as well as the unique authors involved in the discourse. Our met","authors_text":"Eduardo Blanco, Lingzi Hong, Xinchen Yu","cross_cats":["cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2023-12-08T02:39:17Z","title":"Hate Cannot Drive out Hate: Forecasting Conversation Incivility following Replies to Hate Speech"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.04804","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:b6a25f4ed8e923519f7dff0c27cc32bd09777b2f738dd7c341d967bf03c64370","target":"record","created_at":"2026-07-05T07:21:52Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"51b4f697600d74ca5ca775f008aeddfad243f43c0318f6b4616acd17c326b575","cross_cats_sorted":["cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2023-12-08T02:39:17Z","title_canon_sha256":"a68095ab664285c049624c628f9e20b582ed10821749518b2814c9b489b6b292"},"schema_version":"1.0","source":{"id":"2312.04804","kind":"arxiv","version":1}},"canonical_sha256":"cb65e876e5e4c1ff506a4ea52d11ee0df507f3f4f75c5b11760cb7e4ed327e75","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cb65e876e5e4c1ff506a4ea52d11ee0df507f3f4f75c5b11760cb7e4ed327e75","first_computed_at":"2026-07-05T07:21:52.410105Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:21:52.410105Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"x2GfTH3DWoyaslFOCXVpEMb90qJqalnRYTP2Fn5qEdruNzDXiIaP4Ka7pEPYFc0WaeYHWoUvxPeWxdGcik7SBA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:21:52.410691Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.04804","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b6a25f4ed8e923519f7dff0c27cc32bd09777b2f738dd7c341d967bf03c64370","sha256:de9474b736760771d097c4b2e8c5dd59bff9ad3806eaeee37cda284fa8a7688b"],"state_sha256":"105fdba21917c121f4d5d2e8c86c96c97ff670b899d3bb2384ecbf93196fd937"}