{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:VGCQQF7IGIKP6NXHJSDXILVBQN","short_pith_number":"pith:VGCQQF7I","schema_version":"1.0","canonical_sha256":"a9850817e83214ff36e74c87742ea18343eba06be916c3532af657c99ae0c2a2","source":{"kind":"arxiv","id":"2507.01817","version":2},"attestation_state":"computed","paper":{"title":"When Influence Misleads: Informational and Strategic Limits of Social Learning in Trading Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"physics.soc-ph","authors_text":"Alex Pentland, Bijin Joseph, Christoph Riedl, Esteban Moro","submitted_at":"2025-07-02T15:35:05Z","abstract_excerpt":"Social learning is a fundamental mechanism shaping decision-making across numerous social networks, including social trading platforms. In those platforms, investors combine traditional investing with copying the behavior of others. However, the underlying factors that drive mirroring decisions and their impact on performance remain poorly understood. Using high-resolution data on trades and social interactions from a large social trading platform, we uncover a fundamental tension between popularity and performance in shaping imitation behavior. Despite having access to performance data, peopl"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2507.01817","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"physics.soc-ph","submitted_at":"2025-07-02T15:35:05Z","cross_cats_sorted":[],"title_canon_sha256":"7318d797d65a149147f804597052ad5ac491b9d9606d85ea69915926b1c8f80c","abstract_canon_sha256":"81a9003ede28c50046ece8a2dc4973442ae5b0161867a03cb68f0a2d6ca5dfac"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:31:29.433806Z","signature_b64":"JuYxrDxU/He83gsXABx+0LlQbu/NocHcKujQywaBU+vr3rHAO57H0oTVZNlSlJ3Nob4Lq+HbBlwJ20gNyBkRBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a9850817e83214ff36e74c87742ea18343eba06be916c3532af657c99ae0c2a2","last_reissued_at":"2026-07-05T11:31:29.433337Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:31:29.433337Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"When Influence Misleads: Informational and Strategic Limits of Social Learning in Trading Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"physics.soc-ph","authors_text":"Alex Pentland, Bijin Joseph, Christoph Riedl, Esteban Moro","submitted_at":"2025-07-02T15:35:05Z","abstract_excerpt":"Social learning is a fundamental mechanism shaping decision-making across numerous social networks, including social trading platforms. In those platforms, investors combine traditional investing with copying the behavior of others. However, the underlying factors that drive mirroring decisions and their impact on performance remain poorly understood. Using high-resolution data on trades and social interactions from a large social trading platform, we uncover a fundamental tension between popularity and performance in shaping imitation behavior. Despite having access to performance data, peopl"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.01817","kind":"arxiv","version":2},"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/2507.01817/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2507.01817","created_at":"2026-07-05T11:31:29.433395+00:00"},{"alias_kind":"arxiv_version","alias_value":"2507.01817v2","created_at":"2026-07-05T11:31:29.433395+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.01817","created_at":"2026-07-05T11:31:29.433395+00:00"},{"alias_kind":"pith_short_12","alias_value":"VGCQQF7IGIKP","created_at":"2026-07-05T11:31:29.433395+00:00"},{"alias_kind":"pith_short_16","alias_value":"VGCQQF7IGIKP6NXH","created_at":"2026-07-05T11:31:29.433395+00:00"},{"alias_kind":"pith_short_8","alias_value":"VGCQQF7I","created_at":"2026-07-05T11:31:29.433395+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN","json":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN.json","graph_json":"https://pith.science/api/pith-number/VGCQQF7IGIKP6NXHJSDXILVBQN/graph.json","events_json":"https://pith.science/api/pith-number/VGCQQF7IGIKP6NXHJSDXILVBQN/events.json","paper":"https://pith.science/paper/VGCQQF7I"},"agent_actions":{"view_html":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN","download_json":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN.json","view_paper":"https://pith.science/paper/VGCQQF7I","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2507.01817&json=true","fetch_graph":"https://pith.science/api/pith-number/VGCQQF7IGIKP6NXHJSDXILVBQN/graph.json","fetch_events":"https://pith.science/api/pith-number/VGCQQF7IGIKP6NXHJSDXILVBQN/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN/action/timestamp_anchor","attest_storage":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN/action/storage_attestation","attest_author":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN/action/author_attestation","sign_citation":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN/action/citation_signature","submit_replication":"https://pith.science/pith/VGCQQF7IGIKP6NXHJSDXILVBQN/action/replication_record"}},"created_at":"2026-07-05T11:31:29.433395+00:00","updated_at":"2026-07-05T11:31:29.433395+00:00"}