{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2014:GXH23FXO6M3X6PZSPELVUGIZRW","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":"639dec7c660f7440bd0300212a37c9cf2bb9fa590ae6e4ccbb751aaf75b49129","cross_cats_sorted":["math.ST","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.OC","submitted_at":"2014-10-20T23:07:21Z","title_canon_sha256":"ad90ccd6e4da9701062d2c9324b7c6a029305a1f112f4b5261fc6aeb1742f79c"},"schema_version":"1.0","source":{"id":"1410.5496","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1410.5496","created_at":"2026-05-18T02:20:28Z"},{"alias_kind":"arxiv_version","alias_value":"1410.5496v2","created_at":"2026-05-18T02:20:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1410.5496","created_at":"2026-05-18T02:20:28Z"},{"alias_kind":"pith_short_12","alias_value":"GXH23FXO6M3X","created_at":"2026-05-18T12:28:30Z"},{"alias_kind":"pith_short_16","alias_value":"GXH23FXO6M3X6PZS","created_at":"2026-05-18T12:28:30Z"},{"alias_kind":"pith_short_8","alias_value":"GXH23FXO","created_at":"2026-05-18T12:28:30Z"}],"graph_snapshots":[{"event_id":"sha256:dde7215d01694306a4ff23b029c2db7f9188df0e0281f7286035a8c122a4934a","target":"graph","created_at":"2026-05-18T02:20:28Z","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"},"paper":{"abstract_excerpt":"Demand side participation is now widely recognized as being extremely critical for satisfying the growing electricity demand in the US. The primary mechanism for demand management in the US is demand response (DR) programs that attempt to reduce or shift demand by giving incentives to participating customers via price discounts or rebate payments. Utilities that offer DR programs rely on automated DR devices (ADRs) to automate the response to DR signals. The ADRs are faulty; but the working state of the ADR is not directly observable --one can, however, attempt to infer it from the power consu","authors_text":"Carlos Abad, Garud Iyengar","cross_cats":["math.ST","stat.TH"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.OC","submitted_at":"2014-10-20T23:07:21Z","title":"A near-optimal maintenance policy for automated DR devices"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1410.5496","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:d8e6b1a7d1771c9ad7c8f269d94e22301caf0635893a65dc4d0b03903c35cd9c","target":"record","created_at":"2026-05-18T02:20:28Z","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":"639dec7c660f7440bd0300212a37c9cf2bb9fa590ae6e4ccbb751aaf75b49129","cross_cats_sorted":["math.ST","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.OC","submitted_at":"2014-10-20T23:07:21Z","title_canon_sha256":"ad90ccd6e4da9701062d2c9324b7c6a029305a1f112f4b5261fc6aeb1742f79c"},"schema_version":"1.0","source":{"id":"1410.5496","kind":"arxiv","version":2}},"canonical_sha256":"35cfad96eef3377f3f3279175a19198da0aefb3a38b5a18eb09c45b07f44cbaa","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"35cfad96eef3377f3f3279175a19198da0aefb3a38b5a18eb09c45b07f44cbaa","first_computed_at":"2026-05-18T02:20:28.619134Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:20:28.619134Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"z8aT1QdfJyCZsIyvtqKZ75rPJ6mm+H2pHoOFrSGBl6CisbNWyW8PvxMQ3JNawf0fEKd+tq2Km73b+Crsz8umCw==","signature_status":"signed_v1","signed_at":"2026-05-18T02:20:28.619748Z","signed_message":"canonical_sha256_bytes"},"source_id":"1410.5496","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d8e6b1a7d1771c9ad7c8f269d94e22301caf0635893a65dc4d0b03903c35cd9c","sha256:dde7215d01694306a4ff23b029c2db7f9188df0e0281f7286035a8c122a4934a"],"state_sha256":"eb071867533a98f5e4aa858be9bb96fb049c70abb1fe2294bf69bf8d0a366955"}