{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2019:SOMXGLILMLVSEOG6T46PLMXDO4","short_pith_number":"pith:SOMXGLIL","canonical_record":{"source":{"id":"1907.13601","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2019-07-31T17:06:47Z","cross_cats_sorted":[],"title_canon_sha256":"4a1f0d882ace1576bf759b238975a03a7a14b29357b9a7fe2553a4188fa67518","abstract_canon_sha256":"f0e5e741e2ee39725185b5b2946768a92df16d638f405bf6fdef71ba61dd5bc7"},"schema_version":"1.0"},"canonical_sha256":"9399732d0b62eb2238de9f3cf5b2e3770de69a56b2ca0c70feef16d78e47e6b4","source":{"kind":"arxiv","id":"1907.13601","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1907.13601","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"arxiv_version","alias_value":"1907.13601v3","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1907.13601","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"pith_short_12","alias_value":"SOMXGLILMLVS","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"pith_short_16","alias_value":"SOMXGLILMLVSEOG6","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"pith_short_8","alias_value":"SOMXGLIL","created_at":"2026-07-05T00:10:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2019:SOMXGLILMLVSEOG6T46PLMXDO4","target":"record","payload":{"canonical_record":{"source":{"id":"1907.13601","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2019-07-31T17:06:47Z","cross_cats_sorted":[],"title_canon_sha256":"4a1f0d882ace1576bf759b238975a03a7a14b29357b9a7fe2553a4188fa67518","abstract_canon_sha256":"f0e5e741e2ee39725185b5b2946768a92df16d638f405bf6fdef71ba61dd5bc7"},"schema_version":"1.0"},"canonical_sha256":"9399732d0b62eb2238de9f3cf5b2e3770de69a56b2ca0c70feef16d78e47e6b4","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T00:10:15.392947Z","signature_b64":"7B8V+RZGoUPZhgRrsjWhLGk+7M0zU6iPreeIF7xCY39r87coVnJ9L7yM3GsaqSTRZreYPjE7SSfkjX0OsxDTBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9399732d0b62eb2238de9f3cf5b2e3770de69a56b2ca0c70feef16d78e47e6b4","last_reissued_at":"2026-07-05T00:10:15.392553Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T00:10:15.392553Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1907.13601","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T00:10:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dy4+byqvc3Z/AiyOVjfmltYkVmBxJJsZPIGJZqwffh8CpaJHua4N95ykxNsNT7djVC1eNPZy7QwyYDFB6pS2Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-08T22:12:49.474071Z"},"content_sha256":"bfde1c97118f4f8b9120388fa5a3962f1fa4f2d06923e58d1766dd18db2cdd92","schema_version":"1.0","event_id":"sha256:bfde1c97118f4f8b9120388fa5a3962f1fa4f2d06923e58d1766dd18db2cdd92"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2019:SOMXGLILMLVSEOG6T46PLMXDO4","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MetricsVis: A Visual Analytics System for Evaluating Employee Performance in Public Safety Agencies","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Chittayong Surakitbanharn, David S. Ebert, Jieqiong Zhao, Luke S. Snyder, Morteza Karimzadeh, Zhenyu Cheryl Qian","submitted_at":"2019-07-31T17:06:47Z","abstract_excerpt":"Evaluating employee performance in organizations with varying workloads and tasks is challenging. Specifically, it is important to understand how quantitative measurements of employee achievements relate to supervisor expectations, what the main drivers of good performance are, and how to combine these complex and flexible performance evaluation metrics into an accurate portrayal of organizational performance in order to identify shortcomings and improve overall productivity. To facilitate this process, we summarize common organizational performance analyses into four visual exploration task c"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1907.13601","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/1907.13601/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":"2026-07-05T00:10:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"diFdTLZOxuQj5oi0bm9qoc9WwmsbWghf8C6dfbkPVK7nuPqiI0mfrS1dOF7kU8SRtdxSCHyOZKiWVH20F1AzAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-08T22:12:49.474604Z"},"content_sha256":"4b9d820a73d11d57673f2da9084fb3ab1fae624a670d81a1f3853f354906a62e","schema_version":"1.0","event_id":"sha256:4b9d820a73d11d57673f2da9084fb3ab1fae624a670d81a1f3853f354906a62e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SOMXGLILMLVSEOG6T46PLMXDO4/bundle.json","state_url":"https://pith.science/pith/SOMXGLILMLVSEOG6T46PLMXDO4/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SOMXGLILMLVSEOG6T46PLMXDO4/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":"2026-07-08T22:12:49Z","links":{"resolver":"https://pith.science/pith/SOMXGLILMLVSEOG6T46PLMXDO4","bundle":"https://pith.science/pith/SOMXGLILMLVSEOG6T46PLMXDO4/bundle.json","state":"https://pith.science/pith/SOMXGLILMLVSEOG6T46PLMXDO4/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SOMXGLILMLVSEOG6T46PLMXDO4/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:SOMXGLILMLVSEOG6T46PLMXDO4","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":"f0e5e741e2ee39725185b5b2946768a92df16d638f405bf6fdef71ba61dd5bc7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2019-07-31T17:06:47Z","title_canon_sha256":"4a1f0d882ace1576bf759b238975a03a7a14b29357b9a7fe2553a4188fa67518"},"schema_version":"1.0","source":{"id":"1907.13601","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1907.13601","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"arxiv_version","alias_value":"1907.13601v3","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1907.13601","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"pith_short_12","alias_value":"SOMXGLILMLVS","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"pith_short_16","alias_value":"SOMXGLILMLVSEOG6","created_at":"2026-07-05T00:10:15Z"},{"alias_kind":"pith_short_8","alias_value":"SOMXGLIL","created_at":"2026-07-05T00:10:15Z"}],"graph_snapshots":[{"event_id":"sha256:4b9d820a73d11d57673f2da9084fb3ab1fae624a670d81a1f3853f354906a62e","target":"graph","created_at":"2026-07-05T00:10:15Z","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/1907.13601/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Evaluating employee performance in organizations with varying workloads and tasks is challenging. Specifically, it is important to understand how quantitative measurements of employee achievements relate to supervisor expectations, what the main drivers of good performance are, and how to combine these complex and flexible performance evaluation metrics into an accurate portrayal of organizational performance in order to identify shortcomings and improve overall productivity. To facilitate this process, we summarize common organizational performance analyses into four visual exploration task c","authors_text":"Chittayong Surakitbanharn, David S. Ebert, Jieqiong Zhao, Luke S. Snyder, Morteza Karimzadeh, Zhenyu Cheryl Qian","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2019-07-31T17:06:47Z","title":"MetricsVis: A Visual Analytics System for Evaluating Employee Performance in Public Safety Agencies"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1907.13601","kind":"arxiv","version":3},"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:bfde1c97118f4f8b9120388fa5a3962f1fa4f2d06923e58d1766dd18db2cdd92","target":"record","created_at":"2026-07-05T00:10:15Z","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":"f0e5e741e2ee39725185b5b2946768a92df16d638f405bf6fdef71ba61dd5bc7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2019-07-31T17:06:47Z","title_canon_sha256":"4a1f0d882ace1576bf759b238975a03a7a14b29357b9a7fe2553a4188fa67518"},"schema_version":"1.0","source":{"id":"1907.13601","kind":"arxiv","version":3}},"canonical_sha256":"9399732d0b62eb2238de9f3cf5b2e3770de69a56b2ca0c70feef16d78e47e6b4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9399732d0b62eb2238de9f3cf5b2e3770de69a56b2ca0c70feef16d78e47e6b4","first_computed_at":"2026-07-05T00:10:15.392553Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T00:10:15.392553Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7B8V+RZGoUPZhgRrsjWhLGk+7M0zU6iPreeIF7xCY39r87coVnJ9L7yM3GsaqSTRZreYPjE7SSfkjX0OsxDTBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T00:10:15.392947Z","signed_message":"canonical_sha256_bytes"},"source_id":"1907.13601","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bfde1c97118f4f8b9120388fa5a3962f1fa4f2d06923e58d1766dd18db2cdd92","sha256:4b9d820a73d11d57673f2da9084fb3ab1fae624a670d81a1f3853f354906a62e"],"state_sha256":"eff8988afddf8d4f3d8a63df81dece8208f2f81f9dc2086062aa85360a683dce"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5k513FxbMnCpCTGPbxD7U3axcUZeIBkHHwVp7zg8wZORpLkAsBBSH3vNHy8JW+D3KPnqUKA/bPqljTZQS3ebDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-08T22:12:49.477436Z","bundle_sha256":"efdecb60d36424072d3ec1dca326cec18ba82b0768a254dfa4c9c79f5436e3f5"}}