{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:RVRY6BYVJD5RJ6AGVJYCHJAGGK","short_pith_number":"pith:RVRY6BYV","canonical_record":{"source":{"id":"2304.07196","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2023-04-14T15:17:53Z","cross_cats_sorted":["nucl-ex","nucl-th"],"title_canon_sha256":"6b4cbc47e2bf36c141a886a372553511b34ad5c1213a6340b17fb14e225accc4","abstract_canon_sha256":"703a58d5707beba793e532d1bde4d9bd6e992c72333050dc3976e7f6993a95c4"},"schema_version":"1.0"},"canonical_sha256":"8d638f071548fb14f806aa7023a406328c81184ffb132a09bec6aea2eeb1879b","source":{"kind":"arxiv","id":"2304.07196","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.07196","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"arxiv_version","alias_value":"2304.07196v2","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.07196","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"pith_short_12","alias_value":"RVRY6BYVJD5R","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"pith_short_16","alias_value":"RVRY6BYVJD5RJ6AG","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"pith_short_8","alias_value":"RVRY6BYV","created_at":"2026-07-05T07:36:43Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:RVRY6BYVJD5RJ6AGVJYCHJAGGK","target":"record","payload":{"canonical_record":{"source":{"id":"2304.07196","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2023-04-14T15:17:53Z","cross_cats_sorted":["nucl-ex","nucl-th"],"title_canon_sha256":"6b4cbc47e2bf36c141a886a372553511b34ad5c1213a6340b17fb14e225accc4","abstract_canon_sha256":"703a58d5707beba793e532d1bde4d9bd6e992c72333050dc3976e7f6993a95c4"},"schema_version":"1.0"},"canonical_sha256":"8d638f071548fb14f806aa7023a406328c81184ffb132a09bec6aea2eeb1879b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:36:43.384897Z","signature_b64":"Z+B8puuj7Ax0vhGS0ZgNYKzsY2DV+qMk9gWDmMLBeeAVg8dJy0PtNj7NvY+ZndHtcek66Zi/P6eTPILrbYiECA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8d638f071548fb14f806aa7023a406328c81184ffb132a09bec6aea2eeb1879b","last_reissued_at":"2026-07-05T07:36:43.384487Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:36:43.384487Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2304.07196","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:36:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KLAIWCygJtfAjplPpf1S+OEO5C/RrHB/8vAN0nQsofK8MO8ciFXsqQsVDOZrnPBcEytNB2akCnluAlala2MECA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T12:14:24.314345Z"},"content_sha256":"121fe75044b02dfe7789e089187d8b829605f4d5d03cc31972b065cacd9b9d89","schema_version":"1.0","event_id":"sha256:121fe75044b02dfe7789e089187d8b829605f4d5d03cc31972b065cacd9b9d89"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:RVRY6BYVJD5RJ6AGVJYCHJAGGK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Jet substructure observables for jet quenching in Quark Gluon Plasma: a Machine Learning driven analysis","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["nucl-ex","nucl-th"],"primary_cat":"hep-ph","authors_text":"Jos\\'e Guilherme Milhano, Marco van Leeuwen, Miguel Crispim Rom\\~ao","submitted_at":"2023-04-14T15:17:53Z","abstract_excerpt":"We present a survey of a comprehensive set of jet substructure observables commonly used to study the modifications of jets resulting from interactions with the Quark Gluon Plasma in Heavy Ion Collisions. The \\jewel{} event generator is used to produce simulated samples of quenched and unquenched jets. Three distinct analyses using Machine Learning techniques on the jet substructure observables have been performed to identify both linear and non-linear relations between the observables, and to distinguish the Quenched and Unquenched jet samples. We find that most of the observables are highly "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.07196","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2304.07196/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:36:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WQSXCraty/SQP5SocYoUZQwNp4rDhk379OQTNHhHwYu7o8KaPiNf1M4cfhXeSF70+QegAXtt+FbmFs0WTIjBCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T12:14:24.314977Z"},"content_sha256":"d4a769a249d5825daae4888e4e0a4740d4ecdf1128bb8420670445d59a17ab42","schema_version":"1.0","event_id":"sha256:d4a769a249d5825daae4888e4e0a4740d4ecdf1128bb8420670445d59a17ab42"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RVRY6BYVJD5RJ6AGVJYCHJAGGK/bundle.json","state_url":"https://pith.science/pith/RVRY6BYVJD5RJ6AGVJYCHJAGGK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RVRY6BYVJD5RJ6AGVJYCHJAGGK/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-10T12:14:24Z","links":{"resolver":"https://pith.science/pith/RVRY6BYVJD5RJ6AGVJYCHJAGGK","bundle":"https://pith.science/pith/RVRY6BYVJD5RJ6AGVJYCHJAGGK/bundle.json","state":"https://pith.science/pith/RVRY6BYVJD5RJ6AGVJYCHJAGGK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RVRY6BYVJD5RJ6AGVJYCHJAGGK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:RVRY6BYVJD5RJ6AGVJYCHJAGGK","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":"703a58d5707beba793e532d1bde4d9bd6e992c72333050dc3976e7f6993a95c4","cross_cats_sorted":["nucl-ex","nucl-th"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2023-04-14T15:17:53Z","title_canon_sha256":"6b4cbc47e2bf36c141a886a372553511b34ad5c1213a6340b17fb14e225accc4"},"schema_version":"1.0","source":{"id":"2304.07196","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.07196","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"arxiv_version","alias_value":"2304.07196v2","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.07196","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"pith_short_12","alias_value":"RVRY6BYVJD5R","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"pith_short_16","alias_value":"RVRY6BYVJD5RJ6AG","created_at":"2026-07-05T07:36:43Z"},{"alias_kind":"pith_short_8","alias_value":"RVRY6BYV","created_at":"2026-07-05T07:36:43Z"}],"graph_snapshots":[{"event_id":"sha256:d4a769a249d5825daae4888e4e0a4740d4ecdf1128bb8420670445d59a17ab42","target":"graph","created_at":"2026-07-05T07:36:43Z","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/2304.07196/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present a survey of a comprehensive set of jet substructure observables commonly used to study the modifications of jets resulting from interactions with the Quark Gluon Plasma in Heavy Ion Collisions. The \\jewel{} event generator is used to produce simulated samples of quenched and unquenched jets. Three distinct analyses using Machine Learning techniques on the jet substructure observables have been performed to identify both linear and non-linear relations between the observables, and to distinguish the Quenched and Unquenched jet samples. We find that most of the observables are highly ","authors_text":"Jos\\'e Guilherme Milhano, Marco van Leeuwen, Miguel Crispim Rom\\~ao","cross_cats":["nucl-ex","nucl-th"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2023-04-14T15:17:53Z","title":"Jet substructure observables for jet quenching in Quark Gluon Plasma: a Machine Learning driven analysis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.07196","kind":"arxiv","version":2},"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":"sha256:121fe75044b02dfe7789e089187d8b829605f4d5d03cc31972b065cacd9b9d89","target":"record","created_at":"2026-07-05T07:36:43Z","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":"703a58d5707beba793e532d1bde4d9bd6e992c72333050dc3976e7f6993a95c4","cross_cats_sorted":["nucl-ex","nucl-th"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"hep-ph","submitted_at":"2023-04-14T15:17:53Z","title_canon_sha256":"6b4cbc47e2bf36c141a886a372553511b34ad5c1213a6340b17fb14e225accc4"},"schema_version":"1.0","source":{"id":"2304.07196","kind":"arxiv","version":2}},"canonical_sha256":"8d638f071548fb14f806aa7023a406328c81184ffb132a09bec6aea2eeb1879b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8d638f071548fb14f806aa7023a406328c81184ffb132a09bec6aea2eeb1879b","first_computed_at":"2026-07-05T07:36:43.384487Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:36:43.384487Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Z+B8puuj7Ax0vhGS0ZgNYKzsY2DV+qMk9gWDmMLBeeAVg8dJy0PtNj7NvY+ZndHtcek66Zi/P6eTPILrbYiECA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:36:43.384897Z","signed_message":"canonical_sha256_bytes"},"source_id":"2304.07196","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:121fe75044b02dfe7789e089187d8b829605f4d5d03cc31972b065cacd9b9d89","sha256:d4a769a249d5825daae4888e4e0a4740d4ecdf1128bb8420670445d59a17ab42"],"state_sha256":"9de186ff2a606271397a5a91b04458a3e3c5012f44356c29007b448c2049bc2a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PC9gu7TTYKh1s0a5ZmsOHI5De3lIKCr1UnkqL5kWg4jlejyNEBN16c+l9K1S4wk0nW5S/kHFtcS0I5jjOXutAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-10T12:14:24.319696Z","bundle_sha256":"b6cce4e6c5a00b6c872d8ada41999719fa30f856345373fa0c571721189af87f"}}