{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:ZVQZHNTTOSQKEVYBBIGKQ5L5KG","short_pith_number":"pith:ZVQZHNTT","canonical_record":{"source":{"id":"2605.10824","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-11T16:43:21Z","cross_cats_sorted":["cs.SE"],"title_canon_sha256":"eb15cf4537ac00681c26143ccc34ce623962490a423faf7f743adc63ec8cd267","abstract_canon_sha256":"1986353e72681f45b002b24104fa8ef7892cd5155a4dc965bb2bed666513fcb8"},"schema_version":"1.0"},"canonical_sha256":"cd6193b67374a0a257010a0ca8757d5199905ecf136fbf87025edac48a8bb699","source":{"kind":"arxiv","id":"2605.10824","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.10824","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"arxiv_version","alias_value":"2605.10824v1","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.10824","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"pith_short_12","alias_value":"ZVQZHNTTOSQK","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"pith_short_16","alias_value":"ZVQZHNTTOSQKEVYB","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"pith_short_8","alias_value":"ZVQZHNTT","created_at":"2026-05-21T01:05:21Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:ZVQZHNTTOSQKEVYBBIGKQ5L5KG","target":"record","payload":{"canonical_record":{"source":{"id":"2605.10824","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-11T16:43:21Z","cross_cats_sorted":["cs.SE"],"title_canon_sha256":"eb15cf4537ac00681c26143ccc34ce623962490a423faf7f743adc63ec8cd267","abstract_canon_sha256":"1986353e72681f45b002b24104fa8ef7892cd5155a4dc965bb2bed666513fcb8"},"schema_version":"1.0"},"canonical_sha256":"cd6193b67374a0a257010a0ca8757d5199905ecf136fbf87025edac48a8bb699","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-21T01:05:21.002118Z","signature_b64":"gFQEC+YXb+nNPuWkQG7x2V1cDB0Mxb788BfagGCfoCjnsO7Eep5FOkSCeXKVyXGo4aUlSeKoYWT1ZChtD5SaCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"cd6193b67374a0a257010a0ca8757d5199905ecf136fbf87025edac48a8bb699","last_reissued_at":"2026-05-21T01:05:21.001373Z","signature_status":"signed_v1","first_computed_at":"2026-05-21T01:05:21.001373Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.10824","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":"2026-05-21T01:05:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oAPEbc3f4QlgpTfo+SX1cPgH5fDmlMq+h2PO0W9A2NSyTrKIG5HD/BtI/7IY5aDOdO7/X9HSv11SJC/jGF9cAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-07T20:27:43.136040Z"},"content_sha256":"ff870afe54f9ef51d752e1256befee8b0102cb1559e64e04c71cef9e88d6f78a","schema_version":"1.0","event_id":"sha256:ff870afe54f9ef51d752e1256befee8b0102cb1559e64e04c71cef9e88d6f78a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:ZVQZHNTTOSQKEVYBBIGKQ5L5KG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"StartFlow: From Method Conception to Multi-Perspective Evaluation in UX Prototyping for Software Startups","license":"http://creativecommons.org/licenses/by/4.0/","headline":"StartFlow is a three-step method that helps non-specialists in software startups create clearer MVP wireflow prototypes with better adherence to user stories and fewer usability defects.","cross_cats":["cs.SE"],"primary_cat":"cs.HC","authors_text":"Gislaine Camila Lapasini Leal, Guilherme Corredato Guerino, Jo\\~ao Pedro de Souza Olivo Tardivo, Renato Balancieri","submitted_at":"2026-05-11T16:43:21Z","abstract_excerpt":"Context. Software startups face significant challenges in building minimum viable products, particularly in the early stages, when resources are limited and expertise in user experience is scarce. Objective. Introduce StartFlow, a structured method that helps non-specialized professionals create MVP prototypes using the wireflow technique, a combination of wireframes and user flows. StartFlow consists of three steps: (i) organizing features; (ii) building wireflows; and (iii) verifying and refining them based on usability heuristics. Method. To assess the method Startflow, we first conducted a"},"claims":{"count":4,"items":[{"kind":"strongest_claim","text":"The results of the proof-of-concept indicate that participants who used StartFlow created clearer prototypes, adhered to the proposed user stories and business rules, and presented fewer usability defects.","source":"verdict.strongest_claim","status":"machine_extracted","claim_id":"C1","attestation":"unclaimed"},{"kind":"weakest_assumption","text":"That the positive outcomes observed in a focus group of researchers and a small proof-of-concept experiment with experts will transfer to real non-specialist startup teams working under time pressure on actual products.","source":"verdict.weakest_assumption","status":"machine_extracted","claim_id":"C2","attestation":"unclaimed"},{"kind":"one_line_summary","text":"StartFlow is a new structured method that helps startup teams without UX expertise produce clearer wireflow prototypes with fewer usability problems.","source":"verdict.one_line_summary","status":"machine_extracted","claim_id":"C3","attestation":"unclaimed"},{"kind":"headline","text":"StartFlow is a three-step method that helps non-specialists in software startups create clearer MVP wireflow prototypes with better adherence to user stories and fewer usability defects.","source":"verdict.pith_extraction.headline","status":"machine_extracted","claim_id":"C4","attestation":"unclaimed"}],"snapshot_sha256":"a372b5ed1ed37e23e4e31bc4fc261c16e1dd91ff791f7ceda0533f8708d6305f"},"source":{"id":"2605.10824","kind":"arxiv","version":1},"verdict":{"id":"aad89d2a-ad84-4c2e-9565-e1b9c80f34f2","model_set":{"reader":"grok-4.3"},"created_at":"2026-05-12T04:05:45.028177Z","strongest_claim":"The results of the proof-of-concept indicate that participants who used StartFlow created clearer prototypes, adhered to the proposed user stories and business rules, and presented fewer usability defects.","one_line_summary":"StartFlow is a new structured method that helps startup teams without UX expertise produce clearer wireflow prototypes with fewer usability problems.","pipeline_version":"pith-pipeline@v0.9.0","weakest_assumption":"That the positive outcomes observed in a focus group of researchers and a small proof-of-concept experiment with experts will transfer to real non-specialist startup teams working under time pressure on actual products.","pith_extraction_headline":"StartFlow is a three-step method that helps non-specialists in software startups create clearer MVP wireflow prototypes with better adherence to user stories and fewer usability defects."},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2605.10824/integrity.json","findings":[],"available":true,"detectors_run":[{"name":"claim_evidence","ran_at":"2026-05-20T05:22:00.350919Z","status":"completed","version":"1.0.0","findings_count":0},{"name":"ai_meta_artifact","ran_at":"2026-05-19T14:34:53.610218Z","status":"completed","version":"1.0.0","findings_count":0},{"name":"doi_title_agreement","ran_at":"2026-05-19T10:31:17.616783Z","status":"completed","version":"1.0.0","findings_count":0},{"name":"doi_compliance","ran_at":"2026-05-19T08:58:06.854361Z","status":"completed","version":"1.0.0","findings_count":0}],"snapshot_sha256":"6cf9609b8262250b2b140265b9c9e7d1422e649e956ce60509cd5501b67b2971"},"references":{"count":53,"sample":[{"doi":"","year":2014,"title":"C. Giardino, M. Unterkalmsteiner, N. Paternoster, T. Gorschek, P. Abrahamsson, What do we know about software development in star- tups?, IEEE software 31 (5) (2014) 28–32","work_id":"43a4a199-fb1e-46c2-80c7-436e5634232d","ref_index":1,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"","year":2014,"title":"N. Paternoster, C. Giardino, M. Unterkalmsteiner, T. Gorschek, P. Abrahamsson, Software development in startup companies: A sys- 37 tematic mapping study, Information and Software Technology 56 (10) (","work_id":"2d1a6d0e-4765-4b44-b586-eb1ee9ff8476","ref_index":2,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"","year":2015,"title":"C. Giardino, S. S. Bajwa, X. Wang, P. Abrahamsson, Key challenges in early-stage software startups, in: Agile Processes in Software En- gineering and Extreme Programming: 16th International Conference","work_id":"aef8ea79-2f52-46f7-9c58-128835fb2c29","ref_index":3,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"","year":2021,"title":"U. Rafiq, J. Melegati, D. Khanna, E. Guerra, X. Wang, Analytics mis- takes that derail software startups, in: Proceedings of the 25th Interna- tional Conference on Evaluation and Assessment in Softwar","work_id":"a31cefcf-5e0d-4c36-8eb6-3bba57587ae9","ref_index":4,"cited_arxiv_id":"","is_internal_anchor":false},{"doi":"10.1109/ms.2019.2946783","year":2020,"title":"G. C. Lapasini Leal, R. Prikladnicki, C. Ebert, R. Balancieri, L. Bento Pompermaier, Practices and tools for software start-ups, IEEE Software 37 (1) (2020) 72–77. doi:10.1109/MS.2019.2946783","work_id":"8757d28e-6225-41ae-a852-1f28558196d8","ref_index":5,"cited_arxiv_id":"","is_internal_anchor":false}],"resolved_work":53,"snapshot_sha256":"6f569c149b0f8668a026a931fcc46bfc4b55ef4427142efbfc6cc2589a4dbea6","internal_anchors":0},"formal_canon":{"evidence_count":2,"snapshot_sha256":"af08c3f75b1bd88890ab999ca981b7a28ee5d227cee9e5c051f3cdca68add354"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":"aad89d2a-ad84-4c2e-9565-e1b9c80f34f2"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-21T01:05:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hUPrpcZn36yYFUUKNc9DvZVcZokUdaI7dmpvFgRoTqM5U6OH1du8x8dZoSy08WXfq49DQa4qYkqXCP+aGqN7Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-07T20:27:43.137431Z"},"content_sha256":"7b1958485a35e5721990afa1706ab37f28479d578d541e217d0b1ce40de243e5","schema_version":"1.0","event_id":"sha256:7b1958485a35e5721990afa1706ab37f28479d578d541e217d0b1ce40de243e5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZVQZHNTTOSQKEVYBBIGKQ5L5KG/bundle.json","state_url":"https://pith.science/pith/ZVQZHNTTOSQKEVYBBIGKQ5L5KG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZVQZHNTTOSQKEVYBBIGKQ5L5KG/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":"2026-06-07T20:27:43Z","links":{"resolver":"https://pith.science/pith/ZVQZHNTTOSQKEVYBBIGKQ5L5KG","bundle":"https://pith.science/pith/ZVQZHNTTOSQKEVYBBIGKQ5L5KG/bundle.json","state":"https://pith.science/pith/ZVQZHNTTOSQKEVYBBIGKQ5L5KG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZVQZHNTTOSQKEVYBBIGKQ5L5KG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZVQZHNTTOSQKEVYBBIGKQ5L5KG","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":"1986353e72681f45b002b24104fa8ef7892cd5155a4dc965bb2bed666513fcb8","cross_cats_sorted":["cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-11T16:43:21Z","title_canon_sha256":"eb15cf4537ac00681c26143ccc34ce623962490a423faf7f743adc63ec8cd267"},"schema_version":"1.0","source":{"id":"2605.10824","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.10824","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"arxiv_version","alias_value":"2605.10824v1","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.10824","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"pith_short_12","alias_value":"ZVQZHNTTOSQK","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"pith_short_16","alias_value":"ZVQZHNTTOSQKEVYB","created_at":"2026-05-21T01:05:21Z"},{"alias_kind":"pith_short_8","alias_value":"ZVQZHNTT","created_at":"2026-05-21T01:05:21Z"}],"graph_snapshots":[{"event_id":"sha256:7b1958485a35e5721990afa1706ab37f28479d578d541e217d0b1ce40de243e5","target":"graph","created_at":"2026-05-21T01:05:21Z","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":4,"items":[{"attestation":"unclaimed","claim_id":"C1","kind":"strongest_claim","source":"verdict.strongest_claim","status":"machine_extracted","text":"The results of the proof-of-concept indicate that participants who used StartFlow created clearer prototypes, adhered to the proposed user stories and business rules, and presented fewer usability defects."},{"attestation":"unclaimed","claim_id":"C2","kind":"weakest_assumption","source":"verdict.weakest_assumption","status":"machine_extracted","text":"That the positive outcomes observed in a focus group of researchers and a small proof-of-concept experiment with experts will transfer to real non-specialist startup teams working under time pressure on actual products."},{"attestation":"unclaimed","claim_id":"C3","kind":"one_line_summary","source":"verdict.one_line_summary","status":"machine_extracted","text":"StartFlow is a new structured method that helps startup teams without UX expertise produce clearer wireflow prototypes with fewer usability problems."},{"attestation":"unclaimed","claim_id":"C4","kind":"headline","source":"verdict.pith_extraction.headline","status":"machine_extracted","text":"StartFlow is a three-step method that helps non-specialists in software startups create clearer MVP wireflow prototypes with better adherence to user stories and fewer usability defects."}],"snapshot_sha256":"a372b5ed1ed37e23e4e31bc4fc261c16e1dd91ff791f7ceda0533f8708d6305f"},"formal_canon":{"evidence_count":2,"snapshot_sha256":"af08c3f75b1bd88890ab999ca981b7a28ee5d227cee9e5c051f3cdca68add354"},"integrity":{"available":true,"clean":true,"detectors_run":[{"findings_count":0,"name":"claim_evidence","ran_at":"2026-05-20T05:22:00.350919Z","status":"completed","version":"1.0.0"},{"findings_count":0,"name":"ai_meta_artifact","ran_at":"2026-05-19T14:34:53.610218Z","status":"completed","version":"1.0.0"},{"findings_count":0,"name":"doi_title_agreement","ran_at":"2026-05-19T10:31:17.616783Z","status":"completed","version":"1.0.0"},{"findings_count":0,"name":"doi_compliance","ran_at":"2026-05-19T08:58:06.854361Z","status":"completed","version":"1.0.0"}],"endpoint":"/pith/2605.10824/integrity.json","findings":[],"snapshot_sha256":"6cf9609b8262250b2b140265b9c9e7d1422e649e956ce60509cd5501b67b2971","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Context. Software startups face significant challenges in building minimum viable products, particularly in the early stages, when resources are limited and expertise in user experience is scarce. Objective. Introduce StartFlow, a structured method that helps non-specialized professionals create MVP prototypes using the wireflow technique, a combination of wireframes and user flows. StartFlow consists of three steps: (i) organizing features; (ii) building wireflows; and (iii) verifying and refining them based on usability heuristics. Method. To assess the method Startflow, we first conducted a","authors_text":"Gislaine Camila Lapasini Leal, Guilherme Corredato Guerino, Jo\\~ao Pedro de Souza Olivo Tardivo, Renato Balancieri","cross_cats":["cs.SE"],"headline":"StartFlow is a three-step method that helps non-specialists in software startups create clearer MVP wireflow prototypes with better adherence to user stories and fewer usability defects.","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-11T16:43:21Z","title":"StartFlow: From Method Conception to Multi-Perspective Evaluation in UX Prototyping for Software Startups"},"references":{"count":53,"internal_anchors":0,"resolved_work":53,"sample":[{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":1,"title":"C. Giardino, M. Unterkalmsteiner, N. Paternoster, T. Gorschek, P. Abrahamsson, What do we know about software development in star- tups?, IEEE software 31 (5) (2014) 28–32","work_id":"43a4a199-fb1e-46c2-80c7-436e5634232d","year":2014},{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":2,"title":"N. Paternoster, C. Giardino, M. Unterkalmsteiner, T. Gorschek, P. Abrahamsson, Software development in startup companies: A sys- 37 tematic mapping study, Information and Software Technology 56 (10) (","work_id":"2d1a6d0e-4765-4b44-b586-eb1ee9ff8476","year":2014},{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":3,"title":"C. Giardino, S. S. Bajwa, X. Wang, P. Abrahamsson, Key challenges in early-stage software startups, in: Agile Processes in Software En- gineering and Extreme Programming: 16th International Conference","work_id":"aef8ea79-2f52-46f7-9c58-128835fb2c29","year":2015},{"cited_arxiv_id":"","doi":"","is_internal_anchor":false,"ref_index":4,"title":"U. Rafiq, J. Melegati, D. Khanna, E. Guerra, X. Wang, Analytics mis- takes that derail software startups, in: Proceedings of the 25th Interna- tional Conference on Evaluation and Assessment in Softwar","work_id":"a31cefcf-5e0d-4c36-8eb6-3bba57587ae9","year":2021},{"cited_arxiv_id":"","doi":"10.1109/ms.2019.2946783","is_internal_anchor":false,"ref_index":5,"title":"G. C. Lapasini Leal, R. Prikladnicki, C. Ebert, R. Balancieri, L. Bento Pompermaier, Practices and tools for software start-ups, IEEE Software 37 (1) (2020) 72–77. doi:10.1109/MS.2019.2946783","work_id":"8757d28e-6225-41ae-a852-1f28558196d8","year":2020}],"snapshot_sha256":"6f569c149b0f8668a026a931fcc46bfc4b55ef4427142efbfc6cc2589a4dbea6"},"source":{"id":"2605.10824","kind":"arxiv","version":1},"verdict":{"created_at":"2026-05-12T04:05:45.028177Z","id":"aad89d2a-ad84-4c2e-9565-e1b9c80f34f2","model_set":{"reader":"grok-4.3"},"one_line_summary":"StartFlow is a new structured method that helps startup teams without UX expertise produce clearer wireflow prototypes with fewer usability problems.","pipeline_version":"pith-pipeline@v0.9.0","pith_extraction_headline":"StartFlow is a three-step method that helps non-specialists in software startups create clearer MVP wireflow prototypes with better adherence to user stories and fewer usability defects.","strongest_claim":"The results of the proof-of-concept indicate that participants who used StartFlow created clearer prototypes, adhered to the proposed user stories and business rules, and presented fewer usability defects.","weakest_assumption":"That the positive outcomes observed in a focus group of researchers and a small proof-of-concept experiment with experts will transfer to real non-specialist startup teams working under time pressure on actual products."}},"verdict_id":"aad89d2a-ad84-4c2e-9565-e1b9c80f34f2"}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:ff870afe54f9ef51d752e1256befee8b0102cb1559e64e04c71cef9e88d6f78a","target":"record","created_at":"2026-05-21T01:05:21Z","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":"1986353e72681f45b002b24104fa8ef7892cd5155a4dc965bb2bed666513fcb8","cross_cats_sorted":["cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-05-11T16:43:21Z","title_canon_sha256":"eb15cf4537ac00681c26143ccc34ce623962490a423faf7f743adc63ec8cd267"},"schema_version":"1.0","source":{"id":"2605.10824","kind":"arxiv","version":1}},"canonical_sha256":"cd6193b67374a0a257010a0ca8757d5199905ecf136fbf87025edac48a8bb699","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cd6193b67374a0a257010a0ca8757d5199905ecf136fbf87025edac48a8bb699","first_computed_at":"2026-05-21T01:05:21.001373Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-21T01:05:21.001373Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gFQEC+YXb+nNPuWkQG7x2V1cDB0Mxb788BfagGCfoCjnsO7Eep5FOkSCeXKVyXGo4aUlSeKoYWT1ZChtD5SaCQ==","signature_status":"signed_v1","signed_at":"2026-05-21T01:05:21.002118Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.10824","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ff870afe54f9ef51d752e1256befee8b0102cb1559e64e04c71cef9e88d6f78a","sha256:7b1958485a35e5721990afa1706ab37f28479d578d541e217d0b1ce40de243e5"],"state_sha256":"ba9b69463eb58154dd391ab06cc0a0cc9f903828ef32c415f20511ce79537ad3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cHBpfCpL07tOjRQ9EDlmZ4ITi1W85cerxV8iZbPVcIhT73j2hWW6vZvLtLIfi3SN4p8FS5Qq+mgBBhLfJr80DA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-07T20:27:43.143011Z","bundle_sha256":"b035f135d492620e69315d652117e9448d317a7097e8ab6eb0b1a59ca8fee0cd"}}