{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:7SQWLHZ5WSKYS55SBAS3PGOUUE","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":"b1317f15cab342904de3a7446c521195635e00e8bb600917c951f0788209dcf8","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2017-11-17T11:18:31Z","title_canon_sha256":"3a082a56dc00f2f58c5dcb7b177dd1622e344c69a6b79b542210fbdd9328bcfc"},"schema_version":"1.0","source":{"id":"1711.06498","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.06498","created_at":"2026-05-18T00:30:20Z"},{"alias_kind":"arxiv_version","alias_value":"1711.06498v1","created_at":"2026-05-18T00:30:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.06498","created_at":"2026-05-18T00:30:20Z"},{"alias_kind":"pith_short_12","alias_value":"7SQWLHZ5WSKY","created_at":"2026-05-18T12:31:05Z"},{"alias_kind":"pith_short_16","alias_value":"7SQWLHZ5WSKYS55S","created_at":"2026-05-18T12:31:05Z"},{"alias_kind":"pith_short_8","alias_value":"7SQWLHZ5","created_at":"2026-05-18T12:31:05Z"}],"graph_snapshots":[{"event_id":"sha256:095d58710e5c452afa94ac5d6ad210f40b3c609a6c6b8ad449b4ec679a70a01c","target":"graph","created_at":"2026-05-18T00:30:20Z","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":"Esports has emerged as a popular genre for players as well as spectators, supporting a global entertainment industry. Esports analytics has evolved to address the requirement for data-driven feedback, and is focused on cyber-athlete evaluation, strategy and prediction. Towards the latter, previous work has used match data from a variety of player ranks from hobbyist to professional players. However, professional players have been shown to behave differently than lower ranked players. Given the comparatively limited supply of professional data, a key question is thus whether mixed-rank match da","authors_text":"Anders Drachen, Florian Block, Nick Sephton, Peter Cowling, Sam Devlin, Victoria Hodge","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2017-11-17T11:18:31Z","title":"Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.06498","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:b6a5fdefce2cd07c6fd3862253bc61b06e236aebb44c25402da72b1c97266c55","target":"record","created_at":"2026-05-18T00:30:20Z","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":"b1317f15cab342904de3a7446c521195635e00e8bb600917c951f0788209dcf8","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2017-11-17T11:18:31Z","title_canon_sha256":"3a082a56dc00f2f58c5dcb7b177dd1622e344c69a6b79b542210fbdd9328bcfc"},"schema_version":"1.0","source":{"id":"1711.06498","kind":"arxiv","version":1}},"canonical_sha256":"fca1659f3db4958977b20825b799d4a1137ee8af8334818be997265a00afddb3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fca1659f3db4958977b20825b799d4a1137ee8af8334818be997265a00afddb3","first_computed_at":"2026-05-18T00:30:20.931379Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:30:20.931379Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"EMVygAbeVk55k6OQVvW4z9mzFZhDJqO6kC+B2J4wG+4lUjRZCIK1TUiBFNgqeKBqNIV5fcOV0dGYzPvuQqU9Bg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:30:20.932086Z","signed_message":"canonical_sha256_bytes"},"source_id":"1711.06498","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b6a5fdefce2cd07c6fd3862253bc61b06e236aebb44c25402da72b1c97266c55","sha256:095d58710e5c452afa94ac5d6ad210f40b3c609a6c6b8ad449b4ec679a70a01c"],"state_sha256":"af555bd66ff23c7c3940f7a153359b5c0fa31fc672500803e3bf8ba7f3c8a3dd"}