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Paper Citation Record · LEDGER

Recognizing Actions from Robotic View for Natural Human-Robot Interaction

As of 15 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.22522.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.22522 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:39:45.335102Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy32
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4609ec3e-fece-4d04-bb26-06cd8d5d16a3 · outbound

This paper cites Transfusion: Robust lidar-camera fusion for 3d object detection with transform- ers.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Transfusion: Robust lidar-camera fusion for 3d object detection with transform- ers

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 840c8107-ff93-40f1-915b-c0184db5a7ed · outbound

This paper cites 3di- naction: Understanding human actions in 3d point clouds.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction 3di- naction: Understanding human actions in 3d point clouds

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.737507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:42.488746Z digest=sha256:b617986c89f7bb3255557b14c8a6019bf9eba4da359fe2615d86cb12ded0fd5b

Observation adb1dec2-ad7f-4da9-9502-473108eb3051 · outbound

This paper cites Intelligent human activity recognition for healthcare digital twin.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Intelligent human activity recognition for healthcare digital twin

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:42.571481Z digest=sha256:3e06588b53dc69055a10af83a20c3f34cc901f7d4b7b8ff39a64464e9d0e2eb8

Observation 3cdc3475-4517-41c2-94b6-8c82beebe209 · outbound

This paper cites Smg: A micro-gesture dataset towards spontaneous body gestures for emotional stress state analysis.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Smg: A micro-gesture dataset towards spontaneous body gestures for emotional stress state analysis

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.707715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:42.657059Z digest=sha256:7dc9c5b9e3d1a3d299392183bc1fe45f8ab6be5e23e9208ac4b3caf199245a9a

Observation 8209cb9c-8e4f-4818-8b4b-e6a159572df9 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction An image is worth 16x16 words: Transformers for image recognition at scale

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.693852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:42.750908Z digest=sha256:37e05157d326786fb61a5de94150c6007de5ff0c18108540c60c38f188fe70a4

Observation de8484b8-0358-4e4b-9469-dc95e6f948b9 · outbound

This paper cites Point 4d trans- former networks for spatio-temporal modeling in point cloud videos.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Point 4d trans- former networks for spatio-temporal modeling in point cloud videos

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.679071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:42.814884Z digest=sha256:ac91218df62ea04e0a86345074d36d0853ec44a939df43ff416e65fe79b02346

Observation 27a5ff2b-ace2-4526-a374-e63266a33a99 · outbound

This paper cites Kankanhalli.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Kankanhalli

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.663214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:42.931130Z digest=sha256:d9607305648dfea4b9f39c410c2963b9b9b351640c58e2cd797408cd35ca4db6

Observation e9f4906e-eef6-476a-8628-b47a2299ec94 · outbound

This paper cites Deep hierarchical representation of point cloud videos via spatio- temporal decomposition.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Deep hierarchical representation of point cloud videos via spatio- temporal decomposition

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.648904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:42.999426Z digest=sha256:3117a2bcdac1a0278a7182ae7a01055c508e9987ee5c0871e6576d03e5f51542

Observation 9d76c130-4d5f-49aa-be26-b12a04f4cdf5 · outbound

This paper cites Point spatio- temporal transformer networks for point cloud video mod- eling.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Point spatio- temporal transformer networks for point cloud video mod- eling

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.634228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.083211Z digest=sha256:b0414670fec0e9b4eab4e9e8d8f5907f04284bbe6d62b962481958fd462c1f14

Observation f4fc4f09-25fd-4d57-b2b5-f3e31e8369da · outbound

This paper cites Detecting masked faces in the wild with lle-cnns.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Detecting masked faces in the wild with lle-cnns

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.617278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.151558Z digest=sha256:dd5ef07696d8381bd72242614fe5b962172517caa4dd5608750bb8bd06f73817

Observation 2df85039-49c3-40e3-9f87-a9c7fd1f7ec1 · outbound

This paper cites Uniformer: Unifying convolution and self-attention for visual recogni- tion.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Uniformer: Unifying convolution and self-attention for visual recogni- tion

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.602639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.224576Z digest=sha256:8f69a96ea7101c5b6fd03d5b6e422c10125b4e6ec9a2fe2df7d909aafedd90d8

Observation 0e4c5645-21cf-4e0f-b3d4-8563340cde0f · outbound

This paper cites Uniformerv2: Unlocking the po- tential of image vits for video understanding.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Uniformerv2: Unlocking the po- tential of image vits for video understanding

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.588028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.292713Z digest=sha256:8fa5435a936a680bbb4e4cc16619574842c09de560c5e905820d18c4a61bcbce

Observation 76ba6b72-a152-4c07-80b4-1110178bda79 · outbound

This paper cites Action recognition based on a bag of 3d points.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Action recognition based on a bag of 3d points

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.572874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.369735Z digest=sha256:e703f1b60bd60cfee69397b0eb2650e8c8719d137cd83c044f52564f5a9e5b20

Observation 1a91c0f5-24fe-4a9d-8cb7-68ce47a62e28 · outbound

This paper cites Mvitv2: Improved multiscale vision transform- ers for classification and detection.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Mvitv2: Improved multiscale vision transform- ers for classification and detection

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.556613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.447281Z digest=sha256:419cc5549b0b22edd7c232e193b3f7987b29e28e916cb0da018bb4ec68273aea

Observation d92bf5c9-becf-42ad-9111-6a3293d7947d · outbound

This paper cites imigue: An identity-free video dataset for micro-gesture understanding and emotion analysis.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction imigue: An identity-free video dataset for micro-gesture understanding and emotion analysis

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.543491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.538678Z digest=sha256:8acfcbc9a6bd4c08a4e79f2d0ee57fd6cc3387a6ba70614a90e5910100ef2780

Observation 2e6a026f-e64c-452a-8d00-6309ff8defa2 · outbound

This paper cites Leaf: Learning frames for 4d point cloud sequence un- derstanding.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Leaf: Learning frames for 4d point cloud sequence un- derstanding

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.529308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.610343Z digest=sha256:6735bc1deba286b8930dd7d2986cebcffba4e401447a65e48070f304927b2404

Observation 978d0568-1c5b-4fcd-8a4e-a639058853bf · outbound

This paper cites Video swin transformer.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Video swin transformer

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.514774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.682341Z digest=sha256:d723332fbc33279208483885e2efbc276b24ee2263affe081f21dc87cfc42e0b

Observation 7de8c581-638d-4652-8edb-5c6ac0dd2f80 · outbound

This paper cites Decoupled weight decay regularization.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Decoupled weight decay regularization

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.500369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.724943Z digest=sha256:5863868062b213ed3913e7ccaf91d7ba748381a2fdcd1c70f20c7888b2df7a0d

Observation 275764ec-63a5-4f74-8328-4e7d3fac470b · outbound

This paper cites Design of the human-robot interaction for a semi-autonomous service robot to assist el- derly people.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Design of the human-robot interaction for a semi-autonomous service robot to assist el- derly people

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.486152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.820020Z digest=sha256:08031522610330323e3b51b0ca7bbabaf6550f1dc2decc29896398436fa5fa90

Observation 4e231317-679f-47b7-a810-bb714ab6b0f2 · outbound

This paper cites Recognizing micro actions in videos: learning motion details via segment-level temporal pyramid.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Recognizing micro actions in videos: learning motion details via segment-level temporal pyramid

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.470181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:43.918132Z digest=sha256:252854143ec30fbd4c917b68210d3ad65cf6d26cab559fbd9401aabb9eefda1f

Observation 6bf6c2c9-f92c-42fc-bc4d-e72848e24fba · outbound

This paper cites Ntu rgb+ d: A large scale dataset for 3d human activity anal- ysis.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Ntu rgb+ d: A large scale dataset for 3d human activity anal- ysis

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.454114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.008738Z digest=sha256:5590c2418a340b688ad7166dcbce70d0108adf1935c8c8f33951c9d8366b1728

Observation 5679358a-f72e-4b4b-be8a-3df50ccb7a81 · outbound

This paper cites Pointcmp: Contrastive mask prediction for self-supervised learning on point cloud videos.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Pointcmp: Contrastive mask prediction for self-supervised learning on point cloud videos

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.384200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.104558Z digest=sha256:b27765973b4c994fb067c1f0614a3703e67bfa232ad618099f5a89346c42ee92

Observation 1ee07151-25bf-46bf-9196-954069f15062 · outbound

This paper cites Point contrastive pre- diction with semantic clustering for self-supervised learning on point cloud videos.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Point contrastive pre- diction with semantic clustering for self-supervised learning on point cloud videos

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:48.148135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.170664Z digest=sha256:3889f4f8daa553001581c44f7767305f79cd33f97a77fd49c7027979eeccf4d8

Observation f41f51c7-b5ca-47fe-a487-64e421e117ba · outbound

This paper cites Videomae: Masked autoencoders are data-efficient learners for self-supervised video pre-training.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Videomae: Masked autoencoders are data-efficient learners for self-supervised video pre-training

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:47.974897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.256140Z digest=sha256:a689f785d3ec72088919d0476079142fc732bbebdabc44199d00883cd507d9e5

Observation 64c6252b-1c18-4cf6-a622-9d56ddcbfee1 · outbound

This paper cites Visualiz- ing data using t-sne.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Visualiz- ing data using t-sne

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:47.704539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.333156Z digest=sha256:d71da74978f35771be02996c059be13da0f735715d183102b55f7eb7eec5ed39

Observation ee5fb01f-bde1-4db4-9f7b-117f505bccc3 · outbound

This paper cites YOLOv10: Real-Time End-to-End Object Detection.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction YOLOv10: Real-Time End-to-End Object Detection

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T11:39:44.424447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:39:44.424447Z digest=sha256:3cee284b7796ece44661028062021c955b68083efbec15e012c4c13b3f52c690

Observation 3cf7a7db-d5d1-404d-b8e7-4b4ccb30ba1c · outbound

This paper cites Temporal segment networks for action recognition in videos.IEEE transactions on pattern analysis and machine intelligence, 2018.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Temporal segment networks for action recognition in videos.IEEE transactions on pattern analysis and machine intelligence, 2018

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:47.419263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.538402Z digest=sha256:7486d3f75db0c7d3c0297a642e6749c4f07218535ebfc9d7593f3c530f1be8cb

Observation 36f3c204-04f4-42b9-938f-a84e8e01c7e9 · outbound

This paper cites Videomae v2: Scaling video masked autoencoders with dual masking.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Videomae v2: Scaling video masked autoencoders with dual masking

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:47.097676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.644524Z digest=sha256:fc5ee6b11cb69d99e1230c1d5cfe3012f2331c19cced1104ef1bf16c79d3f198

Observation 75fae74b-cebb-49ba-9b8c-ed16be5de5c7 · outbound

This paper cites Internvideo: General video foundation models via generative and discriminative learning.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Internvideo: General video foundation models via generative and discriminative learning

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:46.839619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.756523Z digest=sha256:97f3d84367d669f7a74bc892b32c4217eda87922172793dcafdf257281c0c14a

Observation 95409eb5-1087-433f-a7ac-c4090c7da6cf · outbound

This paper cites Internvideo2: Scaling foundation models for mul- timodal video understanding.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Internvideo2: Scaling foundation models for mul- timodal video understanding

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:46.576873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.836225Z digest=sha256:54c081e5ecc5d0e7984f9a198044558eeb21d6c9dde073581918b0973022431a

Observation 9f5bb46a-d05b-48cf-8da9-9b1c84f3e3b6 · outbound

This paper cites Modeling 4d human-object interactions for event and object recognition.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Modeling 4d human-object interactions for event and object recognition

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:46.303921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:44.901417Z digest=sha256:bdbdefeea2bb75ed813fa598c7a7a8ebfcf69212db7fb7b5b28a05f75a5c1623

Observation 7811c259-6da3-49d5-825e-b77003755a4b · outbound

This paper cites Fine-grained action recognition using dy- namic kernels.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Fine-grained action recognition using dy- namic kernels

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:46.063532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:45.036959Z digest=sha256:118da379e67a785f410804d7070b6d97a8b25391ddef8b17c71a143bd2b36a8a

Observation 879d5125-270a-4407-9618-191117c5c0ca · outbound

This paper cites Recognizing micro-actions and reactions from paired egocentric videos.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Recognizing micro-actions and reactions from paired egocentric videos

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:39:45.728367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T11:39:45.181744Z digest=sha256:ffb811c4943edf44e33c17327cc5486bd54b5c5db004a5760623b44d0cfb9c5f

Observation d632101f-aab7-40e1-921d-c6c26172002d · outbound

This paper cites an unresolved cited work.

Recognizing Actions from Robotic View for Natural Human-Robot Interaction Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T11:39:45.335102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.