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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.

Seehee Park's displayed neighborhood

5 of 5 direct collaborators shown.

View profile
1Distinct papers
5Unique collaborators
5.0Full weighted degree
Active span
6Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Seehee Park 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. Seehee Park Jaeyoon Choi M. Samadi Nia Nixon Pedro Martins De Bastos Spencer Jaquay
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 Seehee Park Focal 1 5 5.0 Unavailable
2 Jaeyoon Choi Direct collaborator 1 5 5.0 Unavailable
3 M. Samadi Direct collaborator 1 5 5.0 Unavailable
4 Nia Nixon Direct collaborator 1 5 5.0 Unavailable
5 Pedro Martins De Bastos Direct collaborator 1 5 5.0 Unavailable
6 Spencer Jaquay Direct collaborator 1 5 5.0 Unavailable

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
Nia Nixon — M. Samadi110.2
Nia Nixon — Pedro Martins De Bastos110.2
Nia Nixon — Seehee Park110.2
Nia Nixon — Spencer Jaquay110.2
Nia Nixon — Jaeyoon Choi110.2
M. Samadi — Pedro Martins De Bastos110.2
M. Samadi — Seehee Park110.2
M. Samadi — Spencer Jaquay110.2
M. Samadi — Jaeyoon Choi110.2
Pedro Martins De Bastos — Seehee Park110.2
Pedro Martins De Bastos — Spencer Jaquay110.2
Pedro Martins De Bastos — Jaeyoon Choi110.2
Seehee Park — Spencer Jaquay110.2
Seehee Park — Jaeyoon Choi110.2
Spencer Jaquay — Jaeyoon Choi110.2

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.