{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:N5RVFIACGUGXUNAXYKIFPV2VRW","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":"a299165da3948e6d383f998ef094f791339c2ddf5791897e59758cb24617c5be","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-03-18T08:16:02Z","title_canon_sha256":"6a162ee67a1f34af013e436438e49c88fd4341bb2009f019a879ba1dfe21b23e"},"schema_version":"1.0","source":{"id":"2403.14709","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.14709","created_at":"2026-07-05T07:59:24Z"},{"alias_kind":"arxiv_version","alias_value":"2403.14709v1","created_at":"2026-07-05T07:59:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.14709","created_at":"2026-07-05T07:59:24Z"},{"alias_kind":"pith_short_12","alias_value":"N5RVFIACGUGX","created_at":"2026-07-05T07:59:24Z"},{"alias_kind":"pith_short_16","alias_value":"N5RVFIACGUGXUNAX","created_at":"2026-07-05T07:59:24Z"},{"alias_kind":"pith_short_8","alias_value":"N5RVFIAC","created_at":"2026-07-05T07:59:24Z"}],"graph_snapshots":[{"event_id":"sha256:9dfe6ec0508b09206222d754bc9538b4032aa10a25a6089e7ddb6e9b87d54bad","target":"graph","created_at":"2026-07-05T07:59:24Z","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/2403.14709/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This research paper investigates public views on climate change and biodiversity loss by analyzing questions asked to the ClimateQ&A platform. ClimateQ&A is a conversational agent that uses LLMs to respond to queries based on over 14,000 pages of scientific literature from the IPCC and IPBES reports. Launched online in March 2023, the tool has gathered over 30,000 questions, mainly from a French audience. Its chatbot interface allows for the free formulation of questions related to nature*. While its main goal is to make nature science more accessible, it also allows for the collection and ana","authors_text":"Annabelle Blangero, Natalia De La Calzada, Nicolas Chesneau, Th\\'eo Alves Da Costa","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-03-18T08:16:02Z","title":"ClimateQ&A: Bridging the gap between climate scientists and the general public"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.14709","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":"sha256:4c2043e03ebb5e2b238f3bb6a4182e28987d595845d6e6e306c4508d5f3dc44f","target":"record","created_at":"2026-07-05T07:59:24Z","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":"a299165da3948e6d383f998ef094f791339c2ddf5791897e59758cb24617c5be","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-03-18T08:16:02Z","title_canon_sha256":"6a162ee67a1f34af013e436438e49c88fd4341bb2009f019a879ba1dfe21b23e"},"schema_version":"1.0","source":{"id":"2403.14709","kind":"arxiv","version":1}},"canonical_sha256":"6f6352a002350d7a3417c29057d7558da59b9601665000ccaabe69af571bfd46","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6f6352a002350d7a3417c29057d7558da59b9601665000ccaabe69af571bfd46","first_computed_at":"2026-07-05T07:59:24.937478Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:59:24.937478Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"t6k9DDReSGOp6N0GrVyzsqNSax1INcdnu/nxw4V+PY/ukhuKVtUzFxQ/jDc8VgNAaz7nyDlQdeEazd7GSJuXCw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:59:24.937994Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.14709","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4c2043e03ebb5e2b238f3bb6a4182e28987d595845d6e6e306c4508d5f3dc44f","sha256:9dfe6ec0508b09206222d754bc9538b4032aa10a25a6089e7ddb6e9b87d54bad"],"state_sha256":"ea458fb3fc5a5f42afcd7c12fd323378eea9e2c1093205ef268d03a3c7dbdd33"}