{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:4TPMNZRD7OVNXGEPI6GOHLWDQY","short_pith_number":"pith:4TPMNZRD","canonical_record":{"source":{"id":"2504.02905","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2025-04-03T07:23:17Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"19cb36139f7652114319d09cf7abd2da8f53511d6d9e21ab19c01658d9624938","abstract_canon_sha256":"3e7af243d0faff093066e9bb3dbaa5a2d8d7a87b268a27d9432452522f8b0f4f"},"schema_version":"1.0"},"canonical_sha256":"e4dec6e623fbaadb988f478ce3aec386104b0c082a13ac861b46525655205f74","source":{"kind":"arxiv","id":"2504.02905","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.02905","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"arxiv_version","alias_value":"2504.02905v1","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.02905","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"pith_short_12","alias_value":"4TPMNZRD7OVN","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"pith_short_16","alias_value":"4TPMNZRD7OVNXGEP","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"pith_short_8","alias_value":"4TPMNZRD","created_at":"2026-07-05T10:44:04Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:4TPMNZRD7OVNXGEPI6GOHLWDQY","target":"record","payload":{"canonical_record":{"source":{"id":"2504.02905","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2025-04-03T07:23:17Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"19cb36139f7652114319d09cf7abd2da8f53511d6d9e21ab19c01658d9624938","abstract_canon_sha256":"3e7af243d0faff093066e9bb3dbaa5a2d8d7a87b268a27d9432452522f8b0f4f"},"schema_version":"1.0"},"canonical_sha256":"e4dec6e623fbaadb988f478ce3aec386104b0c082a13ac861b46525655205f74","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:44:04.984973Z","signature_b64":"97IbsXE5ozePtH6EJm+hKfrxp7UIm2pLz6IujjprC1+L3SoiU9x3fNd5koTPp+mIbyfbFwCzs/GcvtOq577jDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e4dec6e623fbaadb988f478ce3aec386104b0c082a13ac861b46525655205f74","last_reissued_at":"2026-07-05T10:44:04.984500Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:44:04.984500Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2504.02905","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:44:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VEldxC0NtumHuJ+dVvW+mlKvoNzwzrzNrrl3aRSudxthO/MtJUwsFmv2oL9BhH50jQ4YP17XwliZ6MW9ThauAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T22:00:04.652608Z"},"content_sha256":"4aa72be66009a9a4f64bc8d3c13588ecde9d9704e1f9eea1038da7e389395192","schema_version":"1.0","event_id":"sha256:4aa72be66009a9a4f64bc8d3c13588ecde9d9704e1f9eea1038da7e389395192"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:4TPMNZRD7OVNXGEPI6GOHLWDQY","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Scenario Discovery for Urban Planning: The Case of Green Urbanism and the Impact on Stress","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CY","authors_text":"Bruno Miranda, Carlos Lima Azevedo, Francisco Camara Pereira, Leonardo Ancora, Lorena Torres Lahoz, Paulo Morgado, Zenia Kotval","submitted_at":"2025-04-03T07:23:17Z","abstract_excerpt":"Urban environments significantly influence mental health outcomes, yet the role of an effective framework for decision-making under deep uncertainty (DMDU) for optimizing urban policies for stress reduction remains underexplored. While existing research has demonstrated the effects of urban design on mental health, there is a lack of systematic scenario-based analysis to guide urban planning decisions. This study addresses this gap by applying Scenario Discovery (SD) in urban planning to evaluate the effectiveness of urban vegetation interventions in stress reduction across different urban env"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.02905","kind":"arxiv","version":1},"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/2504.02905/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":"2026-07-05T10:44:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/o0+LwZlDLcV7rOCKaIdBZkiPHyPJSjd0CPx97TkqaTxyhEE2yY99UgiLe971K77qq+l0hgs5yy0/o93pT63AA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T22:00:04.653251Z"},"content_sha256":"22ac112812660422e2f672e2f3d3b45cac7b2f97abc09ab9c63e8fb20255c0e4","schema_version":"1.0","event_id":"sha256:22ac112812660422e2f672e2f3d3b45cac7b2f97abc09ab9c63e8fb20255c0e4"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/4TPMNZRD7OVNXGEPI6GOHLWDQY/bundle.json","state_url":"https://pith.science/pith/4TPMNZRD7OVNXGEPI6GOHLWDQY/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/4TPMNZRD7OVNXGEPI6GOHLWDQY/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":"2026-07-07T22:00:04Z","links":{"resolver":"https://pith.science/pith/4TPMNZRD7OVNXGEPI6GOHLWDQY","bundle":"https://pith.science/pith/4TPMNZRD7OVNXGEPI6GOHLWDQY/bundle.json","state":"https://pith.science/pith/4TPMNZRD7OVNXGEPI6GOHLWDQY/state.json","well_known_bundle":"https://pith.science/.well-known/pith/4TPMNZRD7OVNXGEPI6GOHLWDQY/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:4TPMNZRD7OVNXGEPI6GOHLWDQY","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":"3e7af243d0faff093066e9bb3dbaa5a2d8d7a87b268a27d9432452522f8b0f4f","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2025-04-03T07:23:17Z","title_canon_sha256":"19cb36139f7652114319d09cf7abd2da8f53511d6d9e21ab19c01658d9624938"},"schema_version":"1.0","source":{"id":"2504.02905","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.02905","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"arxiv_version","alias_value":"2504.02905v1","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.02905","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"pith_short_12","alias_value":"4TPMNZRD7OVN","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"pith_short_16","alias_value":"4TPMNZRD7OVNXGEP","created_at":"2026-07-05T10:44:04Z"},{"alias_kind":"pith_short_8","alias_value":"4TPMNZRD","created_at":"2026-07-05T10:44:04Z"}],"graph_snapshots":[{"event_id":"sha256:22ac112812660422e2f672e2f3d3b45cac7b2f97abc09ab9c63e8fb20255c0e4","target":"graph","created_at":"2026-07-05T10:44:04Z","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/2504.02905/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Urban environments significantly influence mental health outcomes, yet the role of an effective framework for decision-making under deep uncertainty (DMDU) for optimizing urban policies for stress reduction remains underexplored. While existing research has demonstrated the effects of urban design on mental health, there is a lack of systematic scenario-based analysis to guide urban planning decisions. This study addresses this gap by applying Scenario Discovery (SD) in urban planning to evaluate the effectiveness of urban vegetation interventions in stress reduction across different urban env","authors_text":"Bruno Miranda, Carlos Lima Azevedo, Francisco Camara Pereira, Leonardo Ancora, Lorena Torres Lahoz, Paulo Morgado, Zenia Kotval","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2025-04-03T07:23:17Z","title":"Scenario Discovery for Urban Planning: The Case of Green Urbanism and the Impact on Stress"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.02905","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":"sha256:4aa72be66009a9a4f64bc8d3c13588ecde9d9704e1f9eea1038da7e389395192","target":"record","created_at":"2026-07-05T10:44:04Z","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":"3e7af243d0faff093066e9bb3dbaa5a2d8d7a87b268a27d9432452522f8b0f4f","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2025-04-03T07:23:17Z","title_canon_sha256":"19cb36139f7652114319d09cf7abd2da8f53511d6d9e21ab19c01658d9624938"},"schema_version":"1.0","source":{"id":"2504.02905","kind":"arxiv","version":1}},"canonical_sha256":"e4dec6e623fbaadb988f478ce3aec386104b0c082a13ac861b46525655205f74","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e4dec6e623fbaadb988f478ce3aec386104b0c082a13ac861b46525655205f74","first_computed_at":"2026-07-05T10:44:04.984500Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:44:04.984500Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"97IbsXE5ozePtH6EJm+hKfrxp7UIm2pLz6IujjprC1+L3SoiU9x3fNd5koTPp+mIbyfbFwCzs/GcvtOq577jDg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:44:04.984973Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.02905","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4aa72be66009a9a4f64bc8d3c13588ecde9d9704e1f9eea1038da7e389395192","sha256:22ac112812660422e2f672e2f3d3b45cac7b2f97abc09ab9c63e8fb20255c0e4"],"state_sha256":"08b6d640170699f1a36782eae0fc3ca845ea403316d727849929768f8587d726"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KnIp6eqgg6yQ8FPo3NrD3EeSMzxhEsTSTDUTvmUw7GQfkmjhrlAvnLRBO/84cun9eLZyFeqvqCYM3w7i1QllDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T22:00:04.656674Z","bundle_sha256":"f6af9f31da414420e78fe026be720cdf02845b0a6bf3176b72cf823c98263d64"}}