{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:TPKQQ2UFYLYRNEIZ7GGNJBVF2C","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":"f372a47241e8c22465acc20e6d34647a69a8331d1139465fc9178ebe60592373","cross_cats_sorted":["cs.LG","physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2016-04-16T05:44:47Z","title_canon_sha256":"bf8a0c0c937f2598a6f68a88d83b2b490a6889635a259150fdb1076edf64539b"},"schema_version":"1.0","source":{"id":"1604.04696","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1604.04696","created_at":"2026-05-18T00:22:06Z"},{"alias_kind":"arxiv_version","alias_value":"1604.04696v1","created_at":"2026-05-18T00:22:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1604.04696","created_at":"2026-05-18T00:22:06Z"},{"alias_kind":"pith_short_12","alias_value":"TPKQQ2UFYLYR","created_at":"2026-05-18T12:30:46Z"},{"alias_kind":"pith_short_16","alias_value":"TPKQQ2UFYLYRNEIZ","created_at":"2026-05-18T12:30:46Z"},{"alias_kind":"pith_short_8","alias_value":"TPKQQ2UF","created_at":"2026-05-18T12:30:46Z"}],"graph_snapshots":[{"event_id":"sha256:61f2cb7766548d6d996e2fe6fe39209021ce740e2244f0064946fc2ba7f851f1","target":"graph","created_at":"2026-05-18T00:22:06Z","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":"Basic personality traits are typically assessed through questionnaires. Here we consider phone-based metrics as a way to asses personality traits. We use data from smartphones with custom data-collection software distributed to 730 individuals. The data includes information about location, physical motion, face-to-face contacts, online social network friends, text messages and calls. The data is further complemented by questionnaire-based data on basic personality traits. From the phone-based metrics, we define a set of behavioral variables, which we use in a prediction of basic personality tr","authors_text":"Anders Mollgaard, Bjarke M{\\o}nsted, Joachim Mathiesen","cross_cats":["cs.LG","physics.soc-ph"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2016-04-16T05:44:47Z","title":"Phone-based Metric as a Predictor for Basic Personality Traits"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1604.04696","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":"sha256:05461089c98457e9aabfcb6ecfb59ea673726bf53f5480fcca8a59077f31975a","target":"record","created_at":"2026-05-18T00:22:06Z","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":"f372a47241e8c22465acc20e6d34647a69a8331d1139465fc9178ebe60592373","cross_cats_sorted":["cs.LG","physics.soc-ph"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SI","submitted_at":"2016-04-16T05:44:47Z","title_canon_sha256":"bf8a0c0c937f2598a6f68a88d83b2b490a6889635a259150fdb1076edf64539b"},"schema_version":"1.0","source":{"id":"1604.04696","kind":"arxiv","version":1}},"canonical_sha256":"9bd5086a85c2f1169119f98cd486a5d0a8f2612ee99e59d282ec09bc02a8823b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9bd5086a85c2f1169119f98cd486a5d0a8f2612ee99e59d282ec09bc02a8823b","first_computed_at":"2026-05-18T00:22:06.810046Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:22:06.810046Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+GVxLLT8Orn7xIX8evitiY/kRsa8EiRwpxDH7WFbwyqcyF3h1GbXigqKH8J4+1V6grmy0TWiAPzssIirTQMECQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:22:06.810484Z","signed_message":"canonical_sha256_bytes"},"source_id":"1604.04696","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:05461089c98457e9aabfcb6ecfb59ea673726bf53f5480fcca8a59077f31975a","sha256:61f2cb7766548d6d996e2fe6fe39209021ce740e2244f0064946fc2ba7f851f1"],"state_sha256":"285f37ee7d38ada8a34c3785a0c0383d7fbf0d906a87678eb04654f0c95f61a9"}