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Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review. How this is built →

Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

Charity Pitcher-Cooper's displayed neighborhood

9 of 9 direct collaborators shown.

View profile
1Distinct papers
9Unique collaborators
9.0Full weighted degree
2026Active span
10Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Charity Pitcher-Cooper A deterministic circular layout of the focal author and up to 20 direct collaborators. Edge thickness represents full shared-paper weight. An ordered table follows the graphic. Charity Pitcher-Cooper Gio Jung Hyunjoo Shim Ilmi Yoon Kien T Nguyen Lana Do Sanjay Mirani
Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display orderAuthorRoleDistinct papersUnique collaboratorsWeighted degreeActive span
1 Charity Pitcher-Cooper Focal 1 9 9.0 2026
2 Gio Jung Direct collaborator 1 9 9.0 2026
3 Hyunjoo Shim Direct collaborator 1 9 9.0 2026
4 Ilmi Yoon Direct collaborator 1 9 9.0 2026
5 Kien T Nguyen Direct collaborator 1 9 9.0 2026
6 Lana Do Direct collaborator 1 9 9.0 2026
7 Sanjay Mirani Direct collaborator 1 9 9.0 2026
8 Shasta Ihorn Direct collaborator 1 9 9.0 2026
9 V. Athitsos Direct collaborator 1 9 9.0 2026
10 Zhen Qin Direct collaborator 1 9 9.0 2026

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pairShared papersFull weightFractional weight
Hyunjoo Shim — Zhen Qin110.111
Hyunjoo Shim — Charity Pitcher-Cooper110.111
Hyunjoo Shim — Lana Do110.111
Hyunjoo Shim — V. Athitsos110.111
Hyunjoo Shim — Kien T Nguyen110.111
Hyunjoo Shim — Shasta Ihorn110.111
Hyunjoo Shim — Sanjay Mirani110.111
Hyunjoo Shim — Ilmi Yoon110.111
Hyunjoo Shim — Gio Jung110.111
Zhen Qin — Charity Pitcher-Cooper110.111
Zhen Qin — Lana Do110.111
Zhen Qin — V. Athitsos110.111
Zhen Qin — Kien T Nguyen110.111
Zhen Qin — Shasta Ihorn110.111
Zhen Qin — Sanjay Mirani110.111
Zhen Qin — Ilmi Yoon110.111
Zhen Qin — Gio Jung110.111
Charity Pitcher-Cooper — Lana Do110.111
Charity Pitcher-Cooper — V. Athitsos110.111
Charity Pitcher-Cooper — Kien T Nguyen110.111
Charity Pitcher-Cooper — Shasta Ihorn110.111
Charity Pitcher-Cooper — Sanjay Mirani110.111
Charity Pitcher-Cooper — Ilmi Yoon110.111
Charity Pitcher-Cooper — Gio Jung110.111
Lana Do — V. Athitsos110.111
Lana Do — Kien T Nguyen110.111
Lana Do — Shasta Ihorn110.111
Lana Do — Sanjay Mirani110.111
Lana Do — Ilmi Yoon110.111
Lana Do — Gio Jung110.111
V. Athitsos — Kien T Nguyen110.111
V. Athitsos — Shasta Ihorn110.111
V. Athitsos — Sanjay Mirani110.111
V. Athitsos — Ilmi Yoon110.111
V. Athitsos — Gio Jung110.111
Kien T Nguyen — Shasta Ihorn110.111
Kien T Nguyen — Sanjay Mirani110.111
Kien T Nguyen — Ilmi Yoon110.111
Kien T Nguyen — Gio Jung110.111
Shasta Ihorn — Sanjay Mirani110.111
Shasta Ihorn — Ilmi Yoon110.111
Shasta Ihorn — Gio Jung110.111
Sanjay Mirani — Ilmi Yoon110.111
Sanjay Mirani — Gio Jung110.111
Ilmi Yoon — Gio Jung110.111

Graph construction and limits

Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.

Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.

Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.