{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:3RK323WYIK3FCL5C3QEQNEHPUC","short_pith_number":"pith:3RK323WY","schema_version":"1.0","canonical_sha256":"dc55bd6ed842b6512fa2dc090690efa090fa191f949449c0a128137d5f0eaaab","source":{"kind":"arxiv","id":"2507.12889","version":1},"attestation_state":"computed","paper":{"title":"Camera-based implicit mind reading by capturing higher-order semantic dynamics of human gaze within environmental context","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Chenglizhao Chen, Guotao Wang, Luming Li, Mengke Song, Qi Cui, Shanchen Pang, Xinyu Liu, Yuge Xie","submitted_at":"2025-07-17T08:17:35Z","abstract_excerpt":"Emotion recognition,as a step toward mind reading,seeks to infer internal states from external cues.Most existing methods rely on explicit signals-such as facial expressions,speech,or gestures-that reflect only bodily responses and overlook the influence of environmental context.These cues are often voluntary,easy to mask,and insufficient for capturing deeper,implicit emotions. Physiological signal-based approaches offer more direct access to internal states but require complex sensors that compromise natural behavior and limit scalability.Gaze-based methods typically rely on static fixation a"},"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":"2507.12889","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-07-17T08:17:35Z","cross_cats_sorted":[],"title_canon_sha256":"927e62246d99b60650c7ee82aec34069f34e1c76aea7c20ad1b5f9dfb822be41","abstract_canon_sha256":"a298fc36923cf761f10904167603d831a3fd6dd68708c063547cbd120dba8685"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:38:40.973841Z","signature_b64":"4S3wjHsP5lkcdG6CY4ckqrnlLG9Qy9WY9v7/aaoB8sjThRDDue8eNXYIbCpHAUWbxPYX5ISgkqwwET48NVSoDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dc55bd6ed842b6512fa2dc090690efa090fa191f949449c0a128137d5f0eaaab","last_reissued_at":"2026-07-05T11:38:40.973401Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:38:40.973401Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Camera-based implicit mind reading by capturing higher-order semantic dynamics of human gaze within environmental context","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Chenglizhao Chen, Guotao Wang, Luming Li, Mengke Song, Qi Cui, Shanchen Pang, Xinyu Liu, Yuge Xie","submitted_at":"2025-07-17T08:17:35Z","abstract_excerpt":"Emotion recognition,as a step toward mind reading,seeks to infer internal states from external cues.Most existing methods rely on explicit signals-such as facial expressions,speech,or gestures-that reflect only bodily responses and overlook the influence of environmental context.These cues are often voluntary,easy to mask,and insufficient for capturing deeper,implicit emotions. Physiological signal-based approaches offer more direct access to internal states but require complex sensors that compromise natural behavior and limit scalability.Gaze-based methods typically rely on static fixation a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.12889","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/2507.12889/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":"2507.12889","created_at":"2026-07-05T11:38:40.973450+00:00"},{"alias_kind":"arxiv_version","alias_value":"2507.12889v1","created_at":"2026-07-05T11:38:40.973450+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.12889","created_at":"2026-07-05T11:38:40.973450+00:00"},{"alias_kind":"pith_short_12","alias_value":"3RK323WYIK3F","created_at":"2026-07-05T11:38:40.973450+00:00"},{"alias_kind":"pith_short_16","alias_value":"3RK323WYIK3FCL5C","created_at":"2026-07-05T11:38:40.973450+00:00"},{"alias_kind":"pith_short_8","alias_value":"3RK323WY","created_at":"2026-07-05T11:38:40.973450+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/3RK323WYIK3FCL5C3QEQNEHPUC","json":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC.json","graph_json":"https://pith.science/api/pith-number/3RK323WYIK3FCL5C3QEQNEHPUC/graph.json","events_json":"https://pith.science/api/pith-number/3RK323WYIK3FCL5C3QEQNEHPUC/events.json","paper":"https://pith.science/paper/3RK323WY"},"agent_actions":{"view_html":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC","download_json":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC.json","view_paper":"https://pith.science/paper/3RK323WY","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2507.12889&json=true","fetch_graph":"https://pith.science/api/pith-number/3RK323WYIK3FCL5C3QEQNEHPUC/graph.json","fetch_events":"https://pith.science/api/pith-number/3RK323WYIK3FCL5C3QEQNEHPUC/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/action/timestamp_anchor","attest_storage":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/action/storage_attestation","attest_author":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/action/author_attestation","sign_citation":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/action/citation_signature","submit_replication":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/action/replication_record"}},"created_at":"2026-07-05T11:38:40.973450+00:00","updated_at":"2026-07-05T11:38:40.973450+00:00"}