{"as_of":"2026-08-07T12:40:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b62b32d24246c73cc0d7dbf6caaabc4b0bb7b6defcc62bf6b75cdf56b53d99f0","coverage":[{"denominator":30,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":30,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T23:33:00.332149Z","state":"measured"},{"denominator":30,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":30,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.15395/citation-record","integrity":"/paper/2607.15395/integrity","json":"/paper/2607.15395/citation-record.json","paper":"/paper/2607.15395"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:56.074982Z","title":"A multimodal assistive-robotic-arm control system to increase indepen- dence after tetraplegia,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:56.074982Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:1b20cfa41161f21629ee1177b7352e1651fa8bc7f874f40881427c10ab7b3a72","observation_id":"ea0c5ee0-0185-4b8b-b7ea-7046cc0a32a9","resolution":{"observed_at":"2026-08-01T23:32:56.074982Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:56.252684Z","title":"Emg-based wake gestures eliminate false activations during out-of-set activities of daily living: an online myoelectric control study,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:56.252684Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:fe15ac6edbb736b12912afdcb8bc0e0b22979f55e30f4b128ec019ebe51b401b","observation_id":"6ab0994e-7cc5-4a78-97f2-06b36b42dd93","resolution":{"observed_at":"2026-08-01T23:32:56.252684Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:56.350755Z","title":"A shared robot control system combining augmented reality and motor imagery brain–computer interfaces with eye tracking,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:56.350755Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:b0ffd1e7c21fda1eed3fe269ed1d32363483a8cbbd1703d97842fcf47fd8a394","observation_id":"a221c697-a2ab-4cec-ae08-215276d67155","resolution":{"observed_at":"2026-08-01T23:32:56.350755Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:56.571739Z","title":"A hybrid emg–eeg interface for robust intention detection and fatigue-adaptive control of an elbow rehabilitation robot,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:56.571739Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:f40cb0eab301b54a4a869e6bf86cdbd9ffce849079db6f6ce5e38409ca721186","observation_id":"566612c3-ded3-46a8-bcb1-b13c7a237ef7","resolution":{"observed_at":"2026-08-01T23:32:56.571739Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:56.784522Z","title":"Development of low-cost biosignal acquisition system for ecg, emg, and eog,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:56.784522Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:4607d9a41ea6e058ceb89e9a6f3c046814c2a8a671aee141336e597b04ee271a","observation_id":"2bed0bd4-96e9-405c-bd6f-9723ffc9b476","resolution":{"observed_at":"2026-08-01T23:32:56.784522Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.046503Z","title":"Gesture classification in electromyography signals for real-time prosthetic hand control using a convolutional neural network-enhanced channel attention model,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.046503Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:7763690172c9788317b99c4840e671bebf299ae7864c4784226cd48403b12002","observation_id":"4e288a22-a1f2-47db-b157-3693ce742968","resolution":{"observed_at":"2026-08-01T23:32:57.046503Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.138114Z","title":"When to act: Calibrated con- fidence for reliable human intention prediction in assistive robotics,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.138114Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:9c3650cdd37d7ca76e97e7fe8c5d1166a02a2b347d833f93637e80b585738c50","observation_id":"22eef78f-a024-412e-9ce9-63a1f8f17d4a","resolution":{"observed_at":"2026-08-01T23:32:57.138114Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.363324Z","title":"Investigating the cortical effect of false positive feedback on motor learning in motor imagery based rehabilitative bci training,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.363324Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:2271774a461db2771391f27787fdbd0f723c14a77070c830e7d7f8327b3bb1bb","observation_id":"3b318f1d-0274-4e29-9f6c-f87b1b708ebd","resolution":{"observed_at":"2026-08-01T23:32:57.363324Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.509873Z","title":"Feasibility checking and constraint refinement for shared control in assistive robotics,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.509873Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:a3a8ccc0955286cbc5b2133332d1a1f921cfc574ae18dbb962c9e532643a4b5d","observation_id":"aa195fc2-c730-4471-96ce-23424fa502bd","resolution":{"observed_at":"2026-08-01T23:32:57.509873Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.14727","last_updated":"2025-07-04T20:27:52Z","snapshot_observed_at":"2026-08-07T00:07:50.493263Z","submitted_at":"2025-06-17T17:06:43Z","title":"Casper: Inferring Diverse Intents for Assistive Teleoperation with Vision Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.14727","snapshot_observed_at":"2026-08-01T23:32:57.715826Z","title":"Casper: Inferring diverse intents for assistive teleoperation with vision language models,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.715826Z"},"links":{"cited_paper":"/paper/2506.14727","citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:1bd647b2da2641e6c390d05b017424b086db5fc419871d442bffeb733e9a2add","observation_id":"33ab4492-3cfb-449d-8e96-aa526825ab92","resolution":{"observed_at":"2026-08-01T23:32:57.715826Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.773932Z","title":"Apriltag: A robust and flexible visual fiducial system,","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.773932Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:070d556f7023809aa16d1a6e5d2b49432f0dce0dbe4c14f7c5f64f5aad739abe","observation_id":"0137a201-aa7a-4a5f-b9be-f0bc815c9bbb","resolution":{"observed_at":"2026-08-01T23:32:57.773932Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.778882Z","title":"Model based training, detection and pose estimation of texture-less 3d objects in heavily cluttered scenes,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.778882Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:e0118f98ad8aaeab47a0698da83e571b51e56d32a1ab49c8fcfe1907c254a752","observation_id":"da841a9a-8d5b-4955-a858-9579b94c0701","resolution":{"observed_at":"2026-08-01T23:32:57.778882Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.862586Z","title":"Foundationpose: Unified 6d pose estimation and tracking of novel objects,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.862586Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:b2b89013cb7028f68ebb7053c97d0d0182d28e89ae099a2735be22bf9e108a9d","observation_id":"bc184c5e-2b96-4d09-ba56-2a3291a08de3","resolution":{"observed_at":"2026-08-01T23:32:57.862586Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:57.983274Z","title":"Multi-object ransac: efficient plane clustering method in a clutter,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:57.983274Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:2bc30b11a87218d968ee7c927e4dec587b0f227b5e86dac39ccbdc4eb7564ea6","observation_id":"7a8cf8e8-4f1d-437f-aaba-7f1399051cd3","resolution":{"observed_at":"2026-08-01T23:32:57.983274Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:58.147748Z","title":"8-channel EMG, EEG upper limb gesture data,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.147748Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:4776556b3eefffdc361a47b193ac93bfc59d24cd7298d3ca39c9fb68169a9a91","observation_id":"f05698a9-792c-4853-a785-574d44fa4919","resolution":{"observed_at":"2026-08-01T23:32:58.147748Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:58.267390Z","title":"Data for: Enhanced EEG-EMG coherence analysis based on hand movements,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.267390Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:9966728b75061bf09816789f4a321faf035fabff4de47a0e9c5f52ce8eb69602","observation_id":"628348e4-c537-48a2-ad12-322ad79b77c1","resolution":{"observed_at":"2026-08-01T23:32:58.267390Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:58.477975Z","title":"An eeg- emg dataset from a standardized reaching task for biomarker research in upper limb assessment,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.477975Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:08bba96c1b8cbb73e262a8d9bfcc8af6bc027ffa6ce617685fc82e5e933a4356","observation_id":"3466d1f0-b396-4f9b-bd13-9c936289d90c","resolution":{"observed_at":"2026-08-01T23:32:58.477975Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:58.627313Z","title":"Motor imagery data,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.627313Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:ba1c99a66285e73594e88179dfd8bcaaa1905cbc36d5a6dd64374545a7affd7e","observation_id":"eca38ac2-92a3-496c-9e5f-0e9e83c11400","resolution":{"observed_at":"2026-08-01T23:32:58.627313Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:58.733947Z","title":"Comparison of six electromyography acquisition setups on hand movement classification tasks,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.733947Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:2507ab266e33a9c0af404c35f843c216384d7adfc4938cc1460dab2b9ca7612e","observation_id":"ae3fa3f2-c5af-48ef-a39a-c253ce2eb02e","resolution":{"observed_at":"2026-08-01T23:32:58.733947Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:58.829698Z","title":"Gaze, visual, myoelectric, and inertial data of grasps for intelligent prosthetics,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.829698Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:3b8478eda9e69f586f60cd9705d905a25cbe849b6f46b0f9256ab514b403161d","observation_id":"f2cfdada-3f4f-4156-9ec3-e0d316258b08","resolution":{"observed_at":"2026-08-01T23:32:58.829698Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:58.900021Z","title":"Levels of shared autonomy in brain-robot interfaces: enabling multi-robot multi-human collaboration for activities of daily living,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.900021Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:df92962460220fdbb958fcbfe9adb91c8174c7b1d34bc0e3f48b12c53fd5cdc6","observation_id":"86153659-39bc-470d-a31a-877d87888dc1","resolution":{"observed_at":"2026-08-01T23:32:58.900021Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.06315","last_updated":"2025-07-25T02:57:40Z","snapshot_observed_at":"2026-07-06T19:30:00.101083Z","submitted_at":"2024-10-08T19:46:05Z","title":"Incremental Learning for Robot Shared Autonomy","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.06315","snapshot_observed_at":"2026-08-01T23:32:58.986467Z","title":"Incremental learning for robot shared autonomy,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:58.986467Z"},"links":{"cited_paper":"/paper/2410.06315","citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:0aa4a3f2886415c7b814a2c69ef8fe6827cb1514d5a5954a6de9cd14b9f6732b","observation_id":"dc366f18-5f46-42dc-83ac-6eb59c4b031d","resolution":{"observed_at":"2026-08-01T23:32:58.986467Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:59.134034Z","title":"Sari: Shared autonomy across repeated interaction,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:59.134034Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:7fcdbc511501376c48ee18c19c13c2863ea3ec3f8242a5f459658fc1a41c9c1c","observation_id":"d6931734-f2bf-43e0-a90a-92002b4b1950","resolution":{"observed_at":"2026-08-01T23:32:59.134034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:59.276108Z","title":"Robotic arm control by augmented reality-assisted object detection: J.-w. hyung et al.,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:59.276108Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:b8f3e3fe9fecbeb36ac26252fff6282411a85dee0ec313b7e6888dfb72232952","observation_id":"b66b27f6-d945-410b-91a2-6fa13fa97fc2","resolution":{"observed_at":"2026-08-01T23:32:59.276108Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:59.444785Z","title":"Intention estimation from gaze and motion features for human-robot shared-control object manipulation,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:59.444785Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:d58722ab63682287d126ed3b00db1325d7b7c79be4b8be6ce246cc0116e57b2c","observation_id":"41efaef8-3fc4-48c6-9a96-d53457add185","resolution":{"observed_at":"2026-08-01T23:32:59.444785Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:59.642382Z","title":"A scoping review of gaze and eye tracking-based control methods for assistive robotic arms,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:59.642382Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:a2a9d9887ba83da1e17e6835e106f85a9cd008244409e02b41809087605fefe4","observation_id":"ea0ee6c8-6575-47cd-a3a2-bb6bf9ba6be4","resolution":{"observed_at":"2026-08-01T23:32:59.642382Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:59.805169Z","title":"A hybrid bci integrating eeg and eye-tracking for assisting clinical communication in patients with disorders of consciousness,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:59.805169Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:d4fd77e6247b8a4f9bd1222422ef6f0cf21d615893285a8a1fdd1a10d9141f90","observation_id":"946584e6-14a9-46c5-adff-a7ea72d96f6a","resolution":{"observed_at":"2026-08-01T23:32:59.805169Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:32:59.973360Z","title":"A robotic arm control system with simultaneous and sequential modes combining eye-tracking with steady-state visual evoked potential in virtual reality environment,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-01T23:32:59.973360Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:04343cc6dca618c5755888cc62f6947123f07684b0e60f0facff32f6889afd66","observation_id":"c4b93d72-7a74-4fdc-9a87-0f4b0666f657","resolution":{"observed_at":"2026-08-01T23:32:59.973360Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:33:00.136214Z","title":"Optimizing real-time mi-bci performance in post-stroke patients: impact of time window duration on classification accuracy and responsiveness,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-01T23:33:00.136214Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:a5fb355e033fd81b10613d809b25c3b2d9e0f471a13b16045295b93d6f8e950b","observation_id":"47ad2833-0015-4bbe-83ca-2d634a4f4492","resolution":{"observed_at":"2026-08-01T23:33:00.136214Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T23:33:00.332149Z","title":"Devel- opment of recommendations for semg sensors and sensor placement procedures,","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-01T23:33:00.332149Z"},"links":{"citing_paper":"/paper/2607.15395"},"observation_digest":"sha256:f1312fc31f9137dfa955c837059cd5a7deed5dbfe8de6506818b80fb09e285f5","observation_id":"3fb3a3f0-190c-4fb5-8a92-974ff42f7ec1","resolution":{"observed_at":"2026-08-01T23:33:00.332149Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.15395","last_updated":"2026-07-16T18:49:44Z","latest_version":1,"primary_category":"cs.RO","snapshot_observed_at":"2026-08-01T23:32:53.283329Z","submitted_at":"2026-07-16T18:49:44Z","title":"NeuroCommitSSM: Decision-Centric Shared Autonomy for Safe Assistive Manipulation via EEG-EMG-ET Commit Readiness"},"reference_resolution":{"displayed":30,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":30,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":30},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.15395."}