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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.

Lucy Hampton's displayed neighborhood

5 of 5 direct collaborators shown.

View profile
2Distinct papers
5Unique collaborators
5.0Full weighted degree
2026Active span
16Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Lucy Hampton 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. Lucy Hampton Christophe Combemale J. L. Poquiz Martin Fleming Neil Thompson Yanghaonan Yu
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 Lucy Hampton Focal 2 5 5.0 2026
2 Christophe Combemale Direct collaborator 1 4 4.0 2026
3 J. L. Poquiz Direct collaborator 1 1 1.0 Unavailable
4 Martin Fleming Direct collaborator 3 14 18.0 2026
5 Neil Thompson Direct collaborator 3 14 18.0 2026
6 Yanghaonan Yu Direct collaborator 1 4 4.0 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
Christophe Combemale — Neil Thompson110.25
Christophe Combemale — Martin Fleming110.25
Christophe Combemale — Yanghaonan Yu110.25
Christophe Combemale — Lucy Hampton110.25
Neil Thompson — Martin Fleming330.542
Neil Thompson — Yanghaonan Yu110.25
Neil Thompson — Lucy Hampton110.25
Martin Fleming — Yanghaonan Yu110.25
Martin Fleming — Lucy Hampton110.25
J. L. Poquiz — Lucy Hampton111.0
Yanghaonan Yu — Lucy Hampton110.25

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.