{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2014:JJBAVKX5AZF2SZER4TSRKEPOGW","short_pith_number":"pith:JJBAVKX5","schema_version":"1.0","canonical_sha256":"4a420aaafd064ba96491e4e51511ee3598276a210b148cedc24bdf9216edaee1","source":{"kind":"arxiv","id":"1402.3022","version":3},"attestation_state":"computed","paper":{"title":"To react or not to react? Intrinsic stochasticity of human control in virtual stick balancing","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY","nlin.AO","q-bio.NC"],"primary_cat":"physics.bio-ph","authors_text":"Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto, Takashi Suzuki, Toru Miyazawa","submitted_at":"2014-02-13T02:42:49Z","abstract_excerpt":"Understanding how humans control unstable systems is central to many research problems, with applications ranging from quiet standing to aircraft landing. Increasingly much evidence appears in favor of event-driven control hypothesis: human operators only start actively controlling the system when the discrepancy between the current and desired system states becomes large enough. The event-driven models based on the concept of threshold can explain many features of the experimentally observed dynamics. However, much still remains unclear about the dynamics of human-controlled systems, which li"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1402.3022","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.bio-ph","submitted_at":"2014-02-13T02:42:49Z","cross_cats_sorted":["cs.SY","nlin.AO","q-bio.NC"],"title_canon_sha256":"0dcffc9a63b37b9e82e98b1fcfc25399acebb499400ffa3d48f5cc7308f313e8","abstract_canon_sha256":"fed002a7b8a9b0093b4ee92a8d654b8127eb46321845d42c8e4a58b2b3181460"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:49:45.593554Z","signature_b64":"iS4X09Kjk+kZPqlHtO1+xhhSZHx9yV8ygaigYQ0fi3w+lV+aqbP9kTDabiA6+nFk5/aCrVYEd5ha5Z4xuQLJBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4a420aaafd064ba96491e4e51511ee3598276a210b148cedc24bdf9216edaee1","last_reissued_at":"2026-05-18T02:49:45.593192Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:49:45.593192Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"To react or not to react? Intrinsic stochasticity of human control in virtual stick balancing","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY","nlin.AO","q-bio.NC"],"primary_cat":"physics.bio-ph","authors_text":"Arkady Zgonnikov, Ihor Lubashevsky, Shigeru Kanemoto, Takashi Suzuki, Toru Miyazawa","submitted_at":"2014-02-13T02:42:49Z","abstract_excerpt":"Understanding how humans control unstable systems is central to many research problems, with applications ranging from quiet standing to aircraft landing. Increasingly much evidence appears in favor of event-driven control hypothesis: human operators only start actively controlling the system when the discrepancy between the current and desired system states becomes large enough. The event-driven models based on the concept of threshold can explain many features of the experimentally observed dynamics. However, much still remains unclear about the dynamics of human-controlled systems, which li"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1402.3022","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1402.3022","created_at":"2026-05-18T02:49:45.593242+00:00"},{"alias_kind":"arxiv_version","alias_value":"1402.3022v3","created_at":"2026-05-18T02:49:45.593242+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1402.3022","created_at":"2026-05-18T02:49:45.593242+00:00"},{"alias_kind":"pith_short_12","alias_value":"JJBAVKX5AZF2","created_at":"2026-05-18T12:28:33.132498+00:00"},{"alias_kind":"pith_short_16","alias_value":"JJBAVKX5AZF2SZER","created_at":"2026-05-18T12:28:33.132498+00:00"},{"alias_kind":"pith_short_8","alias_value":"JJBAVKX5","created_at":"2026-05-18T12:28:33.132498+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW","json":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW.json","graph_json":"https://pith.science/api/pith-number/JJBAVKX5AZF2SZER4TSRKEPOGW/graph.json","events_json":"https://pith.science/api/pith-number/JJBAVKX5AZF2SZER4TSRKEPOGW/events.json","paper":"https://pith.science/paper/JJBAVKX5"},"agent_actions":{"view_html":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW","download_json":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW.json","view_paper":"https://pith.science/paper/JJBAVKX5","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1402.3022&json=true","fetch_graph":"https://pith.science/api/pith-number/JJBAVKX5AZF2SZER4TSRKEPOGW/graph.json","fetch_events":"https://pith.science/api/pith-number/JJBAVKX5AZF2SZER4TSRKEPOGW/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW/action/timestamp_anchor","attest_storage":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW/action/storage_attestation","attest_author":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW/action/author_attestation","sign_citation":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW/action/citation_signature","submit_replication":"https://pith.science/pith/JJBAVKX5AZF2SZER4TSRKEPOGW/action/replication_record"}},"created_at":"2026-05-18T02:49:45.593242+00:00","updated_at":"2026-05-18T02:49:45.593242+00:00"}