{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:SZWQMJHBO2L5NXWHKZFY7PUQRN","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":"5b5db4fc108ba8914fabcc4819e16c37222bad8c892652de1f68ccee080470fb","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2024-04-01T09:33:05Z","title_canon_sha256":"4acedc0245322c109c320ed823ea611d865c6a557d7e135754bbad0987fff092"},"schema_version":"1.0","source":{"id":"2404.01012","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.01012","created_at":"2026-07-05T11:08:57Z"},{"alias_kind":"arxiv_version","alias_value":"2404.01012v3","created_at":"2026-07-05T11:08:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.01012","created_at":"2026-07-05T11:08:57Z"},{"alias_kind":"pith_short_12","alias_value":"SZWQMJHBO2L5","created_at":"2026-07-05T11:08:57Z"},{"alias_kind":"pith_short_16","alias_value":"SZWQMJHBO2L5NXWH","created_at":"2026-07-05T11:08:57Z"},{"alias_kind":"pith_short_8","alias_value":"SZWQMJHB","created_at":"2026-07-05T11:08:57Z"}],"graph_snapshots":[{"event_id":"sha256:c188ef67af5384e26193430ec60e7cc0e583f43d4275275e75d30f6da0ae6a10","target":"graph","created_at":"2026-07-05T11:08:57Z","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/2404.01012/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Query performance prediction (QPP) aims to estimate the retrieval quality of a search system for a query without human relevance judgments. Previous QPP methods typically return a single scalar value and do not require the predicted values to approximate a specific information retrieval (IR) evaluation measure, leading to certain drawbacks: (i) a single scalar is insufficient to accurately represent different IR evaluation measures, especially when metrics do not highly correlate, and (ii) a single scalar limits the interpretability of QPP methods because solely using a scalar is insufficient ","authors_text":"Arian Askari, Chuan Meng, Maarten de Rijke, Mohammad Aliannejadi, Negar Arabzadeh","cross_cats":["cs.AI","cs.CL","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2024-04-01T09:33:05Z","title":"Query Performance Prediction using Relevance Judgments Generated by Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.01012","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":"sha256:2eff0765eb353fcb41ac891af3bc17cafc7b3df922d3f630a5753d8a26bb7103","target":"record","created_at":"2026-07-05T11:08:57Z","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":"5b5db4fc108ba8914fabcc4819e16c37222bad8c892652de1f68ccee080470fb","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.IR","submitted_at":"2024-04-01T09:33:05Z","title_canon_sha256":"4acedc0245322c109c320ed823ea611d865c6a557d7e135754bbad0987fff092"},"schema_version":"1.0","source":{"id":"2404.01012","kind":"arxiv","version":3}},"canonical_sha256":"966d0624e17697d6dec7564b8fbe908b79f8403baa29071007392ef43ecf267a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"966d0624e17697d6dec7564b8fbe908b79f8403baa29071007392ef43ecf267a","first_computed_at":"2026-07-05T11:08:57.010681Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:08:57.010681Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"WRiyU9BJ5h/7T6rm3x9jZdlUlXaqnIJ+Onzddjd2iq7HIrzmrgjZvTEGzFW1hxIt2S9bYN7U8lM6MgmWVooGAA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:08:57.011120Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.01012","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2eff0765eb353fcb41ac891af3bc17cafc7b3df922d3f630a5753d8a26bb7103","sha256:c188ef67af5384e26193430ec60e7cc0e583f43d4275275e75d30f6da0ae6a10"],"state_sha256":"5d26daa66d5b3e1781cbf1431d71fe0bb15ba46e803c54d95487546ff472d08d"}