{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:SL3I2LB23F6E24NOAC7HOJSUE2","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":"f7da1199dc29d2d9e61d96f675d49c4f605ec794d034c6ea6e21038e6b188dde","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-fin.TR","submitted_at":"2017-12-04T15:06:15Z","title_canon_sha256":"b412534fad7da16a7b3f6e1430440b769ae6709b4aa1deea203fbc4fa803b9e5"},"schema_version":"1.0","source":{"id":"1712.01137","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.01137","created_at":"2026-05-18T00:28:59Z"},{"alias_kind":"arxiv_version","alias_value":"1712.01137v1","created_at":"2026-05-18T00:28:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.01137","created_at":"2026-05-18T00:28:59Z"},{"alias_kind":"pith_short_12","alias_value":"SL3I2LB23F6E","created_at":"2026-05-18T12:31:43Z"},{"alias_kind":"pith_short_16","alias_value":"SL3I2LB23F6E24NO","created_at":"2026-05-18T12:31:43Z"},{"alias_kind":"pith_short_8","alias_value":"SL3I2LB2","created_at":"2026-05-18T12:31:43Z"}],"graph_snapshots":[{"event_id":"sha256:7060e16f5e5b656d8e602c33722c21525891f24c5a8242b4fc141e89c8536dc4","target":"graph","created_at":"2026-05-18T00:28:59Z","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":"We introduce a framework to study the effective objectives at different time scales of financial market microstructure. The financial market can be regarded as a complex adaptive system, where purposeful agents collectively and simultaneously create and perceive their environment as they interact with it. It has been suggested that multiple agent classes operate in this system, with a non-trivial hierarchy of top-down and bottom-up causation classes with different effective models governing each level. We conjecture that agent classes may in fact operate at different time scales and thus act d","authors_text":"Adam Cobb, Dieter Hendricks, Jonathan Downing, Richard Everett, Stephen J. Roberts","cross_cats":["stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-fin.TR","submitted_at":"2017-12-04T15:06:15Z","title":"Inferring agent objectives at different scales of a complex adaptive system"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.01137","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":"sha256:3cd9b14ddbf13ebf817bf115066c558668188509e1818e96105351464909731b","target":"record","created_at":"2026-05-18T00:28:59Z","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":"f7da1199dc29d2d9e61d96f675d49c4f605ec794d034c6ea6e21038e6b188dde","cross_cats_sorted":["stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-fin.TR","submitted_at":"2017-12-04T15:06:15Z","title_canon_sha256":"b412534fad7da16a7b3f6e1430440b769ae6709b4aa1deea203fbc4fa803b9e5"},"schema_version":"1.0","source":{"id":"1712.01137","kind":"arxiv","version":1}},"canonical_sha256":"92f68d2c3ad97c4d71ae00be77265426a8d50de5f94253ef26f808ab37da6948","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"92f68d2c3ad97c4d71ae00be77265426a8d50de5f94253ef26f808ab37da6948","first_computed_at":"2026-05-18T00:28:59.402992Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:28:59.402992Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Sv23yvmCgt2ZvwNz+L340a4rtE7ViwCuJ4+958nQn47vssnq5WI6AZHjO47yFWxPcb8CFVXRZF2vy3uYMMwrCQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:28:59.403801Z","signed_message":"canonical_sha256_bytes"},"source_id":"1712.01137","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3cd9b14ddbf13ebf817bf115066c558668188509e1818e96105351464909731b","sha256:7060e16f5e5b656d8e602c33722c21525891f24c5a8242b4fc141e89c8536dc4"],"state_sha256":"24d7390d8aa0db9c6c68505436efa1ac175d9756a5511f1229e16a39fdbe9e18"}