{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:FUSXHAGGBTZ43Z3YTSARR4F4VR","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":"2dce6b027537cb990a8ed17b29ab30e28329e42568d3a02a7590f99bb2ccb779","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-09T19:27:28Z","title_canon_sha256":"9a398e187165c4bd4699f35fe20f000572e7097baec316e04e6391b0f9078a04"},"schema_version":"1.0","source":{"id":"2501.05541","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.05541","created_at":"2026-07-05T10:08:27Z"},{"alias_kind":"arxiv_version","alias_value":"2501.05541v3","created_at":"2026-07-05T10:08:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.05541","created_at":"2026-07-05T10:08:27Z"},{"alias_kind":"pith_short_12","alias_value":"FUSXHAGGBTZ4","created_at":"2026-07-05T10:08:27Z"},{"alias_kind":"pith_short_16","alias_value":"FUSXHAGGBTZ43Z3Y","created_at":"2026-07-05T10:08:27Z"},{"alias_kind":"pith_short_8","alias_value":"FUSXHAGG","created_at":"2026-07-05T10:08:27Z"}],"graph_snapshots":[{"event_id":"sha256:a49663f6868cc3e0e30c86619557cc0e36458aa5318510d759e3f970fc18b4b7","target":"graph","created_at":"2026-07-05T10:08:27Z","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/2501.05541/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rapid advancement of Artificial Intelligence has resulted in the advent of Large Language Models (LLMs) with the capacity to produce text that closely resembles human communication. These models have been seamlessly integrated into diverse applications, enabling interactive and responsive communication across multiple platforms. The potential utility of chatbots transcends these traditional applications, particularly in research contexts, wherein they can offer valuable insights and facilitate the design of innovative experiments. In this study, we present a Customizable LLM-Powered Chatbo","authors_text":"Yashar Moshfeghi, Zenon Lamprou","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-09T19:27:28Z","title":"Customizable LLM-Powered Chatbot for Behavioral Science Research"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.05541","kind":"arxiv","version":3},"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":"sha256:793b42f46892eeabcb411ecbe3416bf8767e29839b51bc51a364db7df6f949af","target":"record","created_at":"2026-07-05T10:08:27Z","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":"2dce6b027537cb990a8ed17b29ab30e28329e42568d3a02a7590f99bb2ccb779","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-01-09T19:27:28Z","title_canon_sha256":"9a398e187165c4bd4699f35fe20f000572e7097baec316e04e6391b0f9078a04"},"schema_version":"1.0","source":{"id":"2501.05541","kind":"arxiv","version":3}},"canonical_sha256":"2d257380c60cf3cde7789c8118f0bcac4a7d4c93e777b2a78bc3d8303f25e480","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2d257380c60cf3cde7789c8118f0bcac4a7d4c93e777b2a78bc3d8303f25e480","first_computed_at":"2026-07-05T10:08:27.442763Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:08:27.442763Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kAAO10lGUWesFV/g4FuaTYIVw0wJ4DFevzwPHvuJnMnY/a0PkOAz1ByrSfI+jg4KreE7tEVWmXtc/xX5iNTUCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:08:27.443239Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.05541","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:793b42f46892eeabcb411ecbe3416bf8767e29839b51bc51a364db7df6f949af","sha256:a49663f6868cc3e0e30c86619557cc0e36458aa5318510d759e3f970fc18b4b7"],"state_sha256":"2123d32793e168b8892f723261f6b7fdb74b16a6f1aba581f517c22933c67b6b"}