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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.

Christopher Summerfield's displayed neighborhood

13 of 13 direct collaborators shown.

View profile
3Distinct papers
13Unique collaborators
17.0Full weighted degree
2026Active span
14Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Christopher Summerfield 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. Christopher Summerfield Ben M. Tappin Hannah Rose Kirk Kobi Hackenburg Luke Hewitt Bertie Vidgen Caroline S. Wagner
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 Christopher Summerfield Focal 3 13 17.0 2026
2 Ben M. Tappin Direct collaborator 2 8 11.0 2026
3 Hannah Rose Kirk Direct collaborator 2 12 13.0 2026
4 Kobi Hackenburg Direct collaborator 2 8 11.0 2026
5 Luke Hewitt Direct collaborator 2 8 11.0 2026
6 Bertie Vidgen Direct collaborator 1 6 6.0 2026
7 Caroline S. Wagner Direct collaborator 1 7 7.0 2026
8 Caroline Wagner Direct collaborator 1 4 4.0 2026
9 Ed Saunders Direct collaborator 1 7 7.0 2026
10 Fanzhi Zeng Direct collaborator 1 6 6.0 2026
11 Helen Margetts Direct collaborator 1 7 7.0 2026
12 Henry Davidson Direct collaborator 1 6 6.0 2026
13 Liu Leqi Direct collaborator 1 6 6.0 2026
14 Scott A. Hale Direct collaborator 1 6 6.0 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
Luke Hewitt — Helen Margetts110.143
Luke Hewitt — Caroline Wagner110.25
Luke Hewitt — Caroline S. Wagner110.143
Luke Hewitt — Ben M. Tappin220.393
Luke Hewitt — Hannah Rose Kirk110.143
Luke Hewitt — Christopher Summerfield220.393
Luke Hewitt — Kobi Hackenburg220.393
Luke Hewitt — Ed Saunders110.143
Bertie Vidgen — Liu Leqi110.167
Bertie Vidgen — Fanzhi Zeng110.167
Bertie Vidgen — Hannah Rose Kirk110.167
Bertie Vidgen — Henry Davidson110.167
Bertie Vidgen — Christopher Summerfield110.167
Bertie Vidgen — Scott A. Hale110.167
Helen Margetts — Caroline S. Wagner110.143
Helen Margetts — Ben M. Tappin110.143
Helen Margetts — Hannah Rose Kirk110.143
Helen Margetts — Christopher Summerfield110.143
Helen Margetts — Kobi Hackenburg110.143
Helen Margetts — Ed Saunders110.143
Liu Leqi — Fanzhi Zeng110.167
Liu Leqi — Hannah Rose Kirk110.167
Liu Leqi — Henry Davidson110.167
Liu Leqi — Christopher Summerfield110.167
Liu Leqi — Scott A. Hale110.167
Fanzhi Zeng — Hannah Rose Kirk110.167
Fanzhi Zeng — Henry Davidson110.167
Fanzhi Zeng — Christopher Summerfield110.167
Fanzhi Zeng — Scott A. Hale110.167
Caroline Wagner — Ben M. Tappin110.25
Caroline Wagner — Christopher Summerfield110.25
Caroline Wagner — Kobi Hackenburg110.25
Caroline S. Wagner — Ben M. Tappin110.143
Caroline S. Wagner — Hannah Rose Kirk110.143
Caroline S. Wagner — Christopher Summerfield110.143
Caroline S. Wagner — Kobi Hackenburg110.143
Caroline S. Wagner — Ed Saunders110.143
Ben M. Tappin — Hannah Rose Kirk110.143
Ben M. Tappin — Christopher Summerfield220.393
Ben M. Tappin — Kobi Hackenburg220.393
Ben M. Tappin — Ed Saunders110.143
Hannah Rose Kirk — Henry Davidson110.167
Hannah Rose Kirk — Christopher Summerfield220.31
Hannah Rose Kirk — Scott A. Hale110.167
Hannah Rose Kirk — Kobi Hackenburg110.143
Hannah Rose Kirk — Ed Saunders110.143
Henry Davidson — Christopher Summerfield110.167
Henry Davidson — Scott A. Hale110.167
Christopher Summerfield — Scott A. Hale110.167
Christopher Summerfield — Kobi Hackenburg220.393
Christopher Summerfield — Ed Saunders110.143
Kobi Hackenburg — Ed Saunders110.143

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.