{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:BBC3LTCT2K7ADHS4KESE3W7DDK","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":"76bfae2646b3576791fa2475e03ef532e22030dc44d64de2d8368986ed80b288","cross_cats_sorted":["cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-09-04T18:10:35Z","title_canon_sha256":"82fe0493f33a12c8cef212b2e2605c44b7f75166dc9b1eaa4d161f7ebfe235ce"},"schema_version":"1.0","source":{"id":"2409.03012","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.03012","created_at":"2026-07-05T09:03:24Z"},{"alias_kind":"arxiv_version","alias_value":"2409.03012v1","created_at":"2026-07-05T09:03:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.03012","created_at":"2026-07-05T09:03:24Z"},{"alias_kind":"pith_short_12","alias_value":"BBC3LTCT2K7A","created_at":"2026-07-05T09:03:24Z"},{"alias_kind":"pith_short_16","alias_value":"BBC3LTCT2K7ADHS4","created_at":"2026-07-05T09:03:24Z"},{"alias_kind":"pith_short_8","alias_value":"BBC3LTCT","created_at":"2026-07-05T09:03:24Z"}],"graph_snapshots":[{"event_id":"sha256:a8c64ed15ade0d953e138a50020632acb6ec3ffb35625daa15431999c454de27","target":"graph","created_at":"2026-07-05T09:03:24Z","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/2409.03012/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The data that underlies automated methods in computer vision and machine learning, such as image retrieval and fine-grained recognition, often comes from crowdsourcing. In contexts that rely on the intrinsic motivation of users, we seek to understand how the application design affects a user's willingness to contribute and the quantity and quality of the data they capture. In this project, we designed three versions of a camera-based mobile crowdsourcing application, which varied in the amount of labeling effort requested of the user and conducted a user study to evaluate the trade-off between","authors_text":"Abby Stylianou, Albatool Wazzan, Michelle Brachman, Richard Souvenir, Samuel Black","cross_cats":["cs.CV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-09-04T18:10:35Z","title":"Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.03012","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:a99d41680a242380e615c8bd8129f084da3122cba53414a5d9e58dbb472efd24","target":"record","created_at":"2026-07-05T09:03:24Z","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":"76bfae2646b3576791fa2475e03ef532e22030dc44d64de2d8368986ed80b288","cross_cats_sorted":["cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-09-04T18:10:35Z","title_canon_sha256":"82fe0493f33a12c8cef212b2e2605c44b7f75166dc9b1eaa4d161f7ebfe235ce"},"schema_version":"1.0","source":{"id":"2409.03012","kind":"arxiv","version":1}},"canonical_sha256":"0845b5cc53d2be019e5c51244ddbe31abab9295f3352fde35a6e55adb0f0f977","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0845b5cc53d2be019e5c51244ddbe31abab9295f3352fde35a6e55adb0f0f977","first_computed_at":"2026-07-05T09:03:24.985125Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:03:24.985125Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"U56FfymaNKtpLZyY5R8S+OcvuRB5wMhjniG5va6uxg+wthe19A9SvEG7ukQgTC+d1mDHjf7A8nKt23V3zcqpDw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:03:24.985634Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.03012","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a99d41680a242380e615c8bd8129f084da3122cba53414a5d9e58dbb472efd24","sha256:a8c64ed15ade0d953e138a50020632acb6ec3ffb35625daa15431999c454de27"],"state_sha256":"cf370a8c66eec11843bc083a25f92946a9f9968a758e07bbb5c2f23754f239d2"}