{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:S3BRCA75BEJ3KLY3GSTETOLTV3","short_pith_number":"pith:S3BRCA75","canonical_record":{"source":{"id":"2410.03147","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-10-04T05:07:55Z","cross_cats_sorted":["cs.HC","cs.RO"],"title_canon_sha256":"e99d599144e5c4ecd53a14ee9130c68f386b7d13f71727fce09517ebe8c8904b","abstract_canon_sha256":"21a25e3fd182a0fa0309db990f3209aed5245ab52848a342c93724ae6218ba0c"},"schema_version":"1.0"},"canonical_sha256":"96c31103fd0913b52f1b34a649b973aed52c3bfcd486c64b8cb3f2c2b788b8b3","source":{"kind":"arxiv","id":"2410.03147","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.03147","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"arxiv_version","alias_value":"2410.03147v1","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.03147","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"pith_short_12","alias_value":"S3BRCA75BEJ3","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"pith_short_16","alias_value":"S3BRCA75BEJ3KLY3","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"pith_short_8","alias_value":"S3BRCA75","created_at":"2026-07-05T09:15:45Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:S3BRCA75BEJ3KLY3GSTETOLTV3","target":"record","payload":{"canonical_record":{"source":{"id":"2410.03147","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-10-04T05:07:55Z","cross_cats_sorted":["cs.HC","cs.RO"],"title_canon_sha256":"e99d599144e5c4ecd53a14ee9130c68f386b7d13f71727fce09517ebe8c8904b","abstract_canon_sha256":"21a25e3fd182a0fa0309db990f3209aed5245ab52848a342c93724ae6218ba0c"},"schema_version":"1.0"},"canonical_sha256":"96c31103fd0913b52f1b34a649b973aed52c3bfcd486c64b8cb3f2c2b788b8b3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:15:45.141398Z","signature_b64":"GGkA2UCu0TEQsop3pNbQzHwLRV4AaM9CEYFIyrnZ/eGKlPPZlNwfW0hTxE8ODaTt89HPzf38xrvPjRgqTf09Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"96c31103fd0913b52f1b34a649b973aed52c3bfcd486c64b8cb3f2c2b788b8b3","last_reissued_at":"2026-07-05T09:15:45.140898Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:15:45.140898Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.03147","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:15:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DsW3afWhZ/8/6tiQA2baxCz96Rh/j7KkPgXZOECMBgOP0bCYycVTVX3u0QbEWHtJAXAD4C8qnqcBtE2732A5AA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T08:57:19.460323Z"},"content_sha256":"1f4b3cb5cfd6774ee29377f10aa24faebd929b99b5051999797d8dce8357e752","schema_version":"1.0","event_id":"sha256:1f4b3cb5cfd6774ee29377f10aa24faebd929b99b5051999797d8dce8357e752"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:S3BRCA75BEJ3KLY3GSTETOLTV3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Analysis and Detection of Differences in Spoken User Behaviors between Autonomous and Wizard-of-Oz Systems","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.HC","cs.RO"],"primary_cat":"cs.CL","authors_text":"Divesh Lala, Keiko Ochi, Koji Inoue, Mikey Elmers, Tatsuya Kawahara","submitted_at":"2024-10-04T05:07:55Z","abstract_excerpt":"This study examined users' behavioral differences in a large corpus of Japanese human-robot interactions, comparing interactions between a tele-operated robot and an autonomous dialogue system. We analyzed user spoken behaviors in both attentive listening and job interview dialogue scenarios. Results revealed significant differences in metrics such as speech length, speaking rate, fillers, backchannels, disfluencies, and laughter between operator-controlled and autonomous conditions. Furthermore, we developed predictive models to distinguish between operator and autonomous system conditions. O"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.03147","kind":"arxiv","version":1},"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/2410.03147/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":"2026-07-05T09:15:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0CcB4CSNj4QGObi05b6DkoKCis+xrjunwes/CTqsOvtogHOuvzKlaPCqcBWMHt4BdzWEBWz0GpHn20cGTYr5CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T08:57:19.460902Z"},"content_sha256":"8e974dc9d40a046466f5c578a8845d40c745511aceafc94ed849dc321d09c58b","schema_version":"1.0","event_id":"sha256:8e974dc9d40a046466f5c578a8845d40c745511aceafc94ed849dc321d09c58b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/S3BRCA75BEJ3KLY3GSTETOLTV3/bundle.json","state_url":"https://pith.science/pith/S3BRCA75BEJ3KLY3GSTETOLTV3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/S3BRCA75BEJ3KLY3GSTETOLTV3/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":"2026-08-14T08:57:19Z","links":{"resolver":"https://pith.science/pith/S3BRCA75BEJ3KLY3GSTETOLTV3","bundle":"https://pith.science/pith/S3BRCA75BEJ3KLY3GSTETOLTV3/bundle.json","state":"https://pith.science/pith/S3BRCA75BEJ3KLY3GSTETOLTV3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/S3BRCA75BEJ3KLY3GSTETOLTV3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:S3BRCA75BEJ3KLY3GSTETOLTV3","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":"21a25e3fd182a0fa0309db990f3209aed5245ab52848a342c93724ae6218ba0c","cross_cats_sorted":["cs.HC","cs.RO"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-10-04T05:07:55Z","title_canon_sha256":"e99d599144e5c4ecd53a14ee9130c68f386b7d13f71727fce09517ebe8c8904b"},"schema_version":"1.0","source":{"id":"2410.03147","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.03147","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"arxiv_version","alias_value":"2410.03147v1","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.03147","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"pith_short_12","alias_value":"S3BRCA75BEJ3","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"pith_short_16","alias_value":"S3BRCA75BEJ3KLY3","created_at":"2026-07-05T09:15:45Z"},{"alias_kind":"pith_short_8","alias_value":"S3BRCA75","created_at":"2026-07-05T09:15:45Z"}],"graph_snapshots":[{"event_id":"sha256:8e974dc9d40a046466f5c578a8845d40c745511aceafc94ed849dc321d09c58b","target":"graph","created_at":"2026-07-05T09:15:45Z","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/2410.03147/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study examined users' behavioral differences in a large corpus of Japanese human-robot interactions, comparing interactions between a tele-operated robot and an autonomous dialogue system. We analyzed user spoken behaviors in both attentive listening and job interview dialogue scenarios. Results revealed significant differences in metrics such as speech length, speaking rate, fillers, backchannels, disfluencies, and laughter between operator-controlled and autonomous conditions. Furthermore, we developed predictive models to distinguish between operator and autonomous system conditions. O","authors_text":"Divesh Lala, Keiko Ochi, Koji Inoue, Mikey Elmers, Tatsuya Kawahara","cross_cats":["cs.HC","cs.RO"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-10-04T05:07:55Z","title":"Analysis and Detection of Differences in Spoken User Behaviors between Autonomous and Wizard-of-Oz Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.03147","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":"sha256:1f4b3cb5cfd6774ee29377f10aa24faebd929b99b5051999797d8dce8357e752","target":"record","created_at":"2026-07-05T09:15:45Z","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":"21a25e3fd182a0fa0309db990f3209aed5245ab52848a342c93724ae6218ba0c","cross_cats_sorted":["cs.HC","cs.RO"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-10-04T05:07:55Z","title_canon_sha256":"e99d599144e5c4ecd53a14ee9130c68f386b7d13f71727fce09517ebe8c8904b"},"schema_version":"1.0","source":{"id":"2410.03147","kind":"arxiv","version":1}},"canonical_sha256":"96c31103fd0913b52f1b34a649b973aed52c3bfcd486c64b8cb3f2c2b788b8b3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"96c31103fd0913b52f1b34a649b973aed52c3bfcd486c64b8cb3f2c2b788b8b3","first_computed_at":"2026-07-05T09:15:45.140898Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:15:45.140898Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GGkA2UCu0TEQsop3pNbQzHwLRV4AaM9CEYFIyrnZ/eGKlPPZlNwfW0hTxE8ODaTt89HPzf38xrvPjRgqTf09Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:15:45.141398Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.03147","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1f4b3cb5cfd6774ee29377f10aa24faebd929b99b5051999797d8dce8357e752","sha256:8e974dc9d40a046466f5c578a8845d40c745511aceafc94ed849dc321d09c58b"],"state_sha256":"9f52836f0e9315b4e68c89347735ee650db8c1cbc59b8b0147df7bd3dc97fbc0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nUOj8/ttz3/dekditM6D9mzfwnZK1pUf7o5ASmXcbG3X/p8zaM3r48SIXzaZUlCJM5x6uhxceuLGJ7NLlYekCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-14T08:57:19.464828Z","bundle_sha256":"d8de1c44e9c56ed669db065527c463703c6a55ee1333631d9a9d866f3cfc55ea"}}