{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:34WIRS45Z4M5O5W4S5VLHTSBKD","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":"b4761b8419c6381cc67dbff565879be431be857d4ef018e467b74d942127e154","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-06-03T08:52:23Z","title_canon_sha256":"413212c40671f23df0fa52725ed75712d892c23e8214ba9693be5896fdef66de"},"schema_version":"1.0","source":{"id":"1806.00754","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1806.00754","created_at":"2026-05-18T00:14:18Z"},{"alias_kind":"arxiv_version","alias_value":"1806.00754v1","created_at":"2026-05-18T00:14:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1806.00754","created_at":"2026-05-18T00:14:18Z"},{"alias_kind":"pith_short_12","alias_value":"34WIRS45Z4M5","created_at":"2026-05-18T12:32:02Z"},{"alias_kind":"pith_short_16","alias_value":"34WIRS45Z4M5O5W4","created_at":"2026-05-18T12:32:02Z"},{"alias_kind":"pith_short_8","alias_value":"34WIRS45","created_at":"2026-05-18T12:32:02Z"}],"graph_snapshots":[{"event_id":"sha256:8ec78ae25bc8a980e1d2869e88b7f35a3c44fe5d4b309cac4b40602d72317140","target":"graph","created_at":"2026-05-18T00:14:18Z","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":"Starting with the idea that sentiment analysis models should be able to predict not only positive or negative but also other psychological states of a person, we implement a sentiment analysis model to investigate the relationship between the model and emotional state. We first examine psychological measurements of 64 participants and ask them to write a book report about a story. After that, we train our sentiment analysis model using crawled movie review data. We finally evaluate participants' writings, using the pretrained model as a concept of transfer learning. The result shows that senti","authors_text":"Hwiyeol Jo, Jeong Ryu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-06-03T08:52:23Z","title":"Psychological State in Text: A Limitation of Sentiment Analysis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1806.00754","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":"sha256:2c72e49f942016be77db5dd9b53164fd2acfeb75d1b0fe99c88f12a2f8da26b6","target":"record","created_at":"2026-05-18T00:14:18Z","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":"b4761b8419c6381cc67dbff565879be431be857d4ef018e467b74d942127e154","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-06-03T08:52:23Z","title_canon_sha256":"413212c40671f23df0fa52725ed75712d892c23e8214ba9693be5896fdef66de"},"schema_version":"1.0","source":{"id":"1806.00754","kind":"arxiv","version":1}},"canonical_sha256":"df2c88cb9dcf19d776dc976ab3ce4150f73ccb64ca53b2fdd80cfe92d8fa6991","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"df2c88cb9dcf19d776dc976ab3ce4150f73ccb64ca53b2fdd80cfe92d8fa6991","first_computed_at":"2026-05-18T00:14:18.546907Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:14:18.546907Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vSdCtGH1ILV91SsRGK4njt5nRbFraEm1tcEy4rbdGW6/cUMl8EhBrkEewxbwMNH8z0tDM37sNpWR5jSW+IDPDA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:14:18.547561Z","signed_message":"canonical_sha256_bytes"},"source_id":"1806.00754","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2c72e49f942016be77db5dd9b53164fd2acfeb75d1b0fe99c88f12a2f8da26b6","sha256:8ec78ae25bc8a980e1d2869e88b7f35a3c44fe5d4b309cac4b40602d72317140"],"state_sha256":"dfcc1629f1202120f0dd4de00b7b8c02b54e13cede9e2d2d5a31f2a4f8ce1e7f"}