{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:3RK323WYIK3FCL5C3QEQNEHPUC","short_pith_number":"pith:3RK323WY","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"},"canonical_sha256":"dc55bd6ed842b6512fa2dc090690efa090fa191f949449c0a128137d5f0eaaab","source":{"kind":"arxiv","id":"2507.12889","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.12889","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"arxiv_version","alias_value":"2507.12889v1","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.12889","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"pith_short_12","alias_value":"3RK323WYIK3F","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"pith_short_16","alias_value":"3RK323WYIK3FCL5C","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"pith_short_8","alias_value":"3RK323WY","created_at":"2026-07-05T11:38:40Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:3RK323WYIK3FCL5C3QEQNEHPUC","target":"record","payload":{"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"},"canonical_sha256":"dc55bd6ed842b6512fa2dc090690efa090fa191f949449c0a128137d5f0eaaab","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"},"source_kind":"arxiv","source_id":"2507.12889","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":"2026-07-05T11:38:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"haU4eCKFGSweOsoJdW8sqz5RbDF+yvUp4VjTlsVt7CSStxXh7mTTJhBmw+DUO9nCYNvLx/e0POM2tVscKOF8DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T09:29:57.703652Z"},"content_sha256":"d0b76cc01bb3884555f9cb08dfb15ae5e729eec7e4f44ba0d6ea54597b512f81","schema_version":"1.0","event_id":"sha256:d0b76cc01bb3884555f9cb08dfb15ae5e729eec7e4f44ba0d6ea54597b512f81"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:3RK323WYIK3FCL5C3QEQNEHPUC","target":"graph","payload":{"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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:38:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qEjqJJU/ooPwMFF80NVsI9mufaiteBY1GP0k8yWiD3QZSJYrev+B/kSi+WOCrlDCy43IW55Dv+ETkMN/Ey2XAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T09:29:57.704157Z"},"content_sha256":"b66e3c8ca6d7be684171c1adb8b2ce2c71552f938923cc5543c1e70ab482f64c","schema_version":"1.0","event_id":"sha256:b66e3c8ca6d7be684171c1adb8b2ce2c71552f938923cc5543c1e70ab482f64c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/bundle.json","state_url":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3RK323WYIK3FCL5C3QEQNEHPUC/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":"2026-08-07T09:29:57Z","links":{"resolver":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC","bundle":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/bundle.json","state":"https://pith.science/pith/3RK323WYIK3FCL5C3QEQNEHPUC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3RK323WYIK3FCL5C3QEQNEHPUC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:3RK323WYIK3FCL5C3QEQNEHPUC","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":"a298fc36923cf761f10904167603d831a3fd6dd68708c063547cbd120dba8685","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-07-17T08:17:35Z","title_canon_sha256":"927e62246d99b60650c7ee82aec34069f34e1c76aea7c20ad1b5f9dfb822be41"},"schema_version":"1.0","source":{"id":"2507.12889","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.12889","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"arxiv_version","alias_value":"2507.12889v1","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.12889","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"pith_short_12","alias_value":"3RK323WYIK3F","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"pith_short_16","alias_value":"3RK323WYIK3FCL5C","created_at":"2026-07-05T11:38:40Z"},{"alias_kind":"pith_short_8","alias_value":"3RK323WY","created_at":"2026-07-05T11:38:40Z"}],"graph_snapshots":[{"event_id":"sha256:b66e3c8ca6d7be684171c1adb8b2ce2c71552f938923cc5543c1e70ab482f64c","target":"graph","created_at":"2026-07-05T11:38:40Z","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/2507.12889/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"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","authors_text":"Chenglizhao Chen, Guotao Wang, Luming Li, Mengke Song, Qi Cui, Shanchen Pang, Xinyu Liu, Yuge Xie","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-07-17T08:17:35Z","title":"Camera-based implicit mind reading by capturing higher-order semantic dynamics of human gaze within environmental context"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.12889","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:d0b76cc01bb3884555f9cb08dfb15ae5e729eec7e4f44ba0d6ea54597b512f81","target":"record","created_at":"2026-07-05T11:38:40Z","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":"a298fc36923cf761f10904167603d831a3fd6dd68708c063547cbd120dba8685","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-07-17T08:17:35Z","title_canon_sha256":"927e62246d99b60650c7ee82aec34069f34e1c76aea7c20ad1b5f9dfb822be41"},"schema_version":"1.0","source":{"id":"2507.12889","kind":"arxiv","version":1}},"canonical_sha256":"dc55bd6ed842b6512fa2dc090690efa090fa191f949449c0a128137d5f0eaaab","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dc55bd6ed842b6512fa2dc090690efa090fa191f949449c0a128137d5f0eaaab","first_computed_at":"2026-07-05T11:38:40.973401Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:38:40.973401Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4S3wjHsP5lkcdG6CY4ckqrnlLG9Qy9WY9v7/aaoB8sjThRDDue8eNXYIbCpHAUWbxPYX5ISgkqwwET48NVSoDg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:38:40.973841Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.12889","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d0b76cc01bb3884555f9cb08dfb15ae5e729eec7e4f44ba0d6ea54597b512f81","sha256:b66e3c8ca6d7be684171c1adb8b2ce2c71552f938923cc5543c1e70ab482f64c"],"state_sha256":"8c14682ceaa4c4069a13e391084107488482f2435edd22314f654db59197c49a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"X4ZAN3bGG34hhknTkLbZ6nXE5Y2BKB4bx5qTgdmf9LCDvO2thDHmsN05ptGPgS9r7Eq2CAL0EVE70jOLXABvDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T09:29:57.707532Z","bundle_sha256":"dd57b5cd533696bda3ef9a31d78bd143ff636827d6ef464e81179a198d6a5312"}}