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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.

Laura Warner's displayed neighborhood

10 of 10 direct collaborators shown.

View profile
1Distinct papers
10Unique collaborators
10.0Full weighted degree
Active span
11Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Laura Warner 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. Laura Warner Alicia Rihn Amy Fulcher Anthony Vincent LeBude Chris Marble Di Hu Jacob H Shreckhise
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 Laura Warner Focal 1 10 10.0 Unavailable
2 Alicia Rihn Direct collaborator 1 10 10.0 Unavailable
3 Amy Fulcher Direct collaborator 1 10 10.0 Unavailable
4 Anthony Vincent LeBude Direct collaborator 1 10 10.0 Unavailable
5 Chris Marble Direct collaborator 1 10 10.0 Unavailable
6 Di Hu Direct collaborator 1 10 10.0 Unavailable
7 Jacob H Shreckhise Direct collaborator 1 10 10.0 Unavailable
8 James E Altland Direct collaborator 1 10 10.0 Unavailable
9 Margarita Velandia Direct collaborator 1 10 10.0 Unavailable
10 Natalie Bumgarner Direct collaborator 1 10 10.0 Unavailable
11 Zoe Turner Direct collaborator 1 10 10.0 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
Natalie Bumgarner — Alicia Rihn110.1
Natalie Bumgarner — Laura Warner110.1
Natalie Bumgarner — Amy Fulcher110.1
Natalie Bumgarner — Zoe Turner110.1
Natalie Bumgarner — Di Hu110.1
Natalie Bumgarner — Chris Marble110.1
Natalie Bumgarner — James E Altland110.1
Natalie Bumgarner — Anthony Vincent LeBude110.1
Natalie Bumgarner — Jacob H Shreckhise110.1
Natalie Bumgarner — Margarita Velandia110.1
Alicia Rihn — Laura Warner110.1
Alicia Rihn — Amy Fulcher110.1
Alicia Rihn — Zoe Turner110.1
Alicia Rihn — Di Hu110.1
Alicia Rihn — Chris Marble110.1
Alicia Rihn — James E Altland110.1
Alicia Rihn — Anthony Vincent LeBude110.1
Alicia Rihn — Jacob H Shreckhise110.1
Alicia Rihn — Margarita Velandia110.1
Laura Warner — Amy Fulcher110.1
Laura Warner — Zoe Turner110.1
Laura Warner — Di Hu110.1
Laura Warner — Chris Marble110.1
Laura Warner — James E Altland110.1
Laura Warner — Anthony Vincent LeBude110.1
Laura Warner — Jacob H Shreckhise110.1
Laura Warner — Margarita Velandia110.1
Amy Fulcher — Zoe Turner110.1
Amy Fulcher — Di Hu110.1
Amy Fulcher — Chris Marble110.1
Amy Fulcher — James E Altland110.1
Amy Fulcher — Anthony Vincent LeBude110.1
Amy Fulcher — Jacob H Shreckhise110.1
Amy Fulcher — Margarita Velandia110.1
Zoe Turner — Di Hu110.1
Zoe Turner — Chris Marble110.1
Zoe Turner — James E Altland110.1
Zoe Turner — Anthony Vincent LeBude110.1
Zoe Turner — Jacob H Shreckhise110.1
Zoe Turner — Margarita Velandia110.1
Di Hu — Chris Marble110.1
Di Hu — James E Altland110.1
Di Hu — Anthony Vincent LeBude110.1
Di Hu — Jacob H Shreckhise110.1
Di Hu — Margarita Velandia110.1
Chris Marble — James E Altland110.1
Chris Marble — Anthony Vincent LeBude110.1
Chris Marble — Jacob H Shreckhise110.1
Chris Marble — Margarita Velandia110.1
James E Altland — Anthony Vincent LeBude110.1
James E Altland — Jacob H Shreckhise110.1
James E Altland — Margarita Velandia110.1
Anthony Vincent LeBude — Jacob H Shreckhise110.1
Anthony Vincent LeBude — Margarita Velandia110.1
Jacob H Shreckhise — Margarita Velandia110.1

Graph construction and limits

Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest OpenAlex 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.