{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:L33B4YOM5CGWMOZHYQUDMSOQBO","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":"8f5778e66672d76e4b7caa2e9b6bb4e06a443082aacbd98880a0c56458aa5280","cross_cats_sorted":["cs.IR","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2018-10-18T18:13:28Z","title_canon_sha256":"005150d3e879c6c943cb66b54f7b2a99501be9c583dfbdf549a1655ce3b24079"},"schema_version":"1.0","source":{"id":"1810.08223","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1810.08223","created_at":"2026-05-18T00:02:48Z"},{"alias_kind":"arxiv_version","alias_value":"1810.08223v1","created_at":"2026-05-18T00:02:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.08223","created_at":"2026-05-18T00:02:48Z"},{"alias_kind":"pith_short_12","alias_value":"L33B4YOM5CGW","created_at":"2026-05-18T12:32:33Z"},{"alias_kind":"pith_short_16","alias_value":"L33B4YOM5CGWMOZH","created_at":"2026-05-18T12:32:33Z"},{"alias_kind":"pith_short_8","alias_value":"L33B4YOM","created_at":"2026-05-18T12:32:33Z"}],"graph_snapshots":[{"event_id":"sha256:dafd9f6188047c744b8ed2ffe874b8e8c60f45a557f83035766275f2f69430af","target":"graph","created_at":"2026-05-18T00:02:48Z","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"},"paper":{"abstract_excerpt":"Click-through rate (CTR) is a key signal of relevance for search engine results, both organic and sponsored. CTR of a result has two core components: (a) the probability of examination of a result by a user, and (b) the perceived relevance of the result given that it has been examined by the user. There has been considerable work on user browsing models, to model and analyze both the examination and the relevance components of CTR. In this paper, we propose a novel formulation: a micro-browsing model for how users read result snippets. The snippet text of a result often plays a critical role i","authors_text":"Muhammad Asiful Islam, Ramakrishnan Srikant, Sugato Basu","cross_cats":["cs.IR","stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2018-10-18T18:13:28Z","title":"Micro-Browsing Models for Search Snippets"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.08223","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:e4f3116565b284c2084cf3656ec026e56b766dd15de0f049c1e7a9422b783a22","target":"record","created_at":"2026-05-18T00:02:48Z","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":"8f5778e66672d76e4b7caa2e9b6bb4e06a443082aacbd98880a0c56458aa5280","cross_cats_sorted":["cs.IR","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2018-10-18T18:13:28Z","title_canon_sha256":"005150d3e879c6c943cb66b54f7b2a99501be9c583dfbdf549a1655ce3b24079"},"schema_version":"1.0","source":{"id":"1810.08223","kind":"arxiv","version":1}},"canonical_sha256":"5ef61e61cce88d663b27c4283649d00b83ffc6cbf8ebc8f9368138329f4a9890","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5ef61e61cce88d663b27c4283649d00b83ffc6cbf8ebc8f9368138329f4a9890","first_computed_at":"2026-05-18T00:02:48.726345Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:02:48.726345Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DdNeRVZfs6aLG4mKZjV2I+Fgib93bfOQ9cqNTbT/vmhvytwHZcdKP7spge2iMe8LHgT1IOl7XKDczTz+DeRaBA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:02:48.726969Z","signed_message":"canonical_sha256_bytes"},"source_id":"1810.08223","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e4f3116565b284c2084cf3656ec026e56b766dd15de0f049c1e7a9422b783a22","sha256:dafd9f6188047c744b8ed2ffe874b8e8c60f45a557f83035766275f2f69430af"],"state_sha256":"b18509a737d7f5b28e426f67615543d0c1a987e178395c677af1fdff6b7a1296"}