The Commonplace
Home Papers Evidence Explore Trends Syntheses Digests About 🎲 Workforce Futures
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.

Verena Rieser's displayed neighborhood

15 of 15 direct collaborators shown.

View profile
1Distinct papers
15Unique collaborators
15.0Full weighted degree
2026Active span
18Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Verena Rieser 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. Verena Rieser Adam Elwood Arun Rao Chlo'e Bakalar Daniel Ford Fernando E. Rosas M. Levin
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 Verena Rieser Focal 1 15 15.0 2026
2 Adam Elwood Direct collaborator 1 15 15.0 2026
3 Arun Rao Direct collaborator 1 15 15.0 2026
4 Chlo'e Bakalar Direct collaborator 1 15 15.0 2026
5 Daniel Ford Direct collaborator 1 15 15.0 2026
6 Fernando E. Rosas Direct collaborator 1 15 15.0 2026
7 M. Levin Direct collaborator 1 15 15.0 2026
8 Matija Franklin Direct collaborator 1 15 15.0 2026
9 Maty Bohacek Direct collaborator 2 17 17.0 2026
10 Morten L. Kringelbach Direct collaborator 1 15 15.0 2026
11 N. Tomavsev Direct collaborator 1 15 15.0 2026
12 R. Laukkonen Direct collaborator 1 15 15.0 2026
13 Roma Patel Direct collaborator 1 15 15.0 2026
14 S. Chan Direct collaborator 1 15 15.0 2026
15 S. Chandaria Direct collaborator 1 15 15.0 2026
16 S. Krier Direct collaborator 1 15 15.0 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
S. Chandaria — Fernando E. Rosas110.067
S. Chandaria — S. Chan110.067
S. Chandaria — Matija Franklin110.067
S. Chandaria — R. Laukkonen110.067
S. Chandaria — Adam Elwood110.067
S. Chandaria — Chlo'e Bakalar110.067
S. Chandaria — Daniel Ford110.067
S. Chandaria — Roma Patel110.067
S. Chandaria — M. Levin110.067
S. Chandaria — Verena Rieser110.067
S. Chandaria — Morten L. Kringelbach110.067
S. Chandaria — N. Tomavsev110.067
S. Chandaria — Arun Rao110.067
S. Chandaria — Maty Bohacek110.067
S. Chandaria — S. Krier110.067
Fernando E. Rosas — S. Chan110.067
Fernando E. Rosas — Matija Franklin110.067
Fernando E. Rosas — R. Laukkonen110.067
Fernando E. Rosas — Adam Elwood110.067
Fernando E. Rosas — Chlo'e Bakalar110.067
Fernando E. Rosas — Daniel Ford110.067
Fernando E. Rosas — Roma Patel110.067
Fernando E. Rosas — M. Levin110.067
Fernando E. Rosas — Verena Rieser110.067
Fernando E. Rosas — Morten L. Kringelbach110.067
Fernando E. Rosas — N. Tomavsev110.067
Fernando E. Rosas — Arun Rao110.067
Fernando E. Rosas — Maty Bohacek110.067
Fernando E. Rosas — S. Krier110.067
S. Chan — Matija Franklin110.067
S. Chan — R. Laukkonen110.067
S. Chan — Adam Elwood110.067
S. Chan — Chlo'e Bakalar110.067
S. Chan — Daniel Ford110.067
S. Chan — Roma Patel110.067
S. Chan — M. Levin110.067
S. Chan — Verena Rieser110.067
S. Chan — Morten L. Kringelbach110.067
S. Chan — N. Tomavsev110.067
S. Chan — Arun Rao110.067
S. Chan — Maty Bohacek110.067
S. Chan — S. Krier110.067
Matija Franklin — R. Laukkonen110.067
Matija Franklin — Adam Elwood110.067
Matija Franklin — Chlo'e Bakalar110.067
Matija Franklin — Daniel Ford110.067
Matija Franklin — Roma Patel110.067
Matija Franklin — M. Levin110.067
Matija Franklin — Verena Rieser110.067
Matija Franklin — Morten L. Kringelbach110.067
Matija Franklin — N. Tomavsev110.067
Matija Franklin — Arun Rao110.067
Matija Franklin — Maty Bohacek110.067
Matija Franklin — S. Krier110.067
R. Laukkonen — Adam Elwood110.067
R. Laukkonen — Chlo'e Bakalar110.067
R. Laukkonen — Daniel Ford110.067
R. Laukkonen — Roma Patel110.067
R. Laukkonen — M. Levin110.067
R. Laukkonen — Verena Rieser110.067
R. Laukkonen — Morten L. Kringelbach110.067
R. Laukkonen — N. Tomavsev110.067
R. Laukkonen — Arun Rao110.067
R. Laukkonen — Maty Bohacek110.067
R. Laukkonen — S. Krier110.067
Adam Elwood — Chlo'e Bakalar110.067
Adam Elwood — Daniel Ford110.067
Adam Elwood — Roma Patel110.067
Adam Elwood — M. Levin110.067
Adam Elwood — Verena Rieser110.067
Adam Elwood — Morten L. Kringelbach110.067
Adam Elwood — N. Tomavsev110.067
Adam Elwood — Arun Rao110.067
Adam Elwood — Maty Bohacek110.067
Adam Elwood — S. Krier110.067
Chlo'e Bakalar — Daniel Ford110.067
Chlo'e Bakalar — Roma Patel110.067
Chlo'e Bakalar — M. Levin110.067
Chlo'e Bakalar — Verena Rieser110.067
Chlo'e Bakalar — Morten L. Kringelbach110.067
Chlo'e Bakalar — N. Tomavsev110.067
Chlo'e Bakalar — Arun Rao110.067
Chlo'e Bakalar — Maty Bohacek110.067
Chlo'e Bakalar — S. Krier110.067
Daniel Ford — Roma Patel110.067
Daniel Ford — M. Levin110.067
Daniel Ford — Verena Rieser110.067
Daniel Ford — Morten L. Kringelbach110.067
Daniel Ford — N. Tomavsev110.067
Daniel Ford — Arun Rao110.067
Daniel Ford — Maty Bohacek110.067
Daniel Ford — S. Krier110.067
Roma Patel — M. Levin110.067
Roma Patel — Verena Rieser110.067
Roma Patel — Morten L. Kringelbach110.067
Roma Patel — N. Tomavsev110.067
Roma Patel — Arun Rao110.067
Roma Patel — Maty Bohacek110.067
Roma Patel — S. Krier110.067
M. Levin — Verena Rieser110.067
M. Levin — Morten L. Kringelbach110.067
M. Levin — N. Tomavsev110.067
M. Levin — Arun Rao110.067
M. Levin — Maty Bohacek110.067
M. Levin — S. Krier110.067
Verena Rieser — Morten L. Kringelbach110.067
Verena Rieser — N. Tomavsev110.067
Verena Rieser — Arun Rao110.067
Verena Rieser — Maty Bohacek110.067
Verena Rieser — S. Krier110.067
Morten L. Kringelbach — N. Tomavsev110.067
Morten L. Kringelbach — Arun Rao110.067
Morten L. Kringelbach — Maty Bohacek110.067
Morten L. Kringelbach — S. Krier110.067
N. Tomavsev — Arun Rao110.067
N. Tomavsev — Maty Bohacek110.067
N. Tomavsev — S. Krier110.067
Arun Rao — Maty Bohacek110.067
Arun Rao — S. Krier110.067
Maty Bohacek — S. Krier110.067

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.