BZPEERReading, trust and collaboration for research
Menu

Discover

GraphFollow connections around a paper, topic or saved view.

Workspaces

HomePick up where your research flow left off.InboxHandle requests, replies and notifications from one place.CollectionsCurate reading lists, evidence sets and shareable dossiers.CollaborationMove from discovery into focused discussion rooms.

Network

ExpertsFind specialists worth following or asking for help.CommunitiesJoin research circles organized around shared work.PartnersSee external organizations active around the same topics.

Opportunities

ListingsBrowse roles, calls and collaborations with clearer fit signals.

Account

Log inReturn to your reading and collaboration workspace.Create accountStart saving work, following people and joining teams.
Log inCreate account

Collection workspace

Trust Calibration Reading List

Reading path for trust signals, review quality, moderation and feed ranking in research products.

Back to collectionsOpen as graphOpen topic anchor
6resolved item(s)
3highlight work(s)
0related collections
Read onlyworkspace state

Collection state

Snapshot

reading listpublicResearch Collaborationby BZPEER

Use this page as the stable reading surface, then switch to graph when the relationships between items need to become visible.

Next routes

Move this context elsewhere

Graph viewOpen this collection as a connected research slice.More collectionsCompare adjacent public collections.Add more evidenceSearch for the next paper, author or institution to include.Share in a roomBring this context into an active collaboration thread.

Highlight works

3 anchor paper(s)

Curated items

6 item(s) in this surface

Explore relationships
Trust-Aware Feed Ranking for Scholarly Collaboration NetworksWorkshop Paper / 2024
work

We study how follow edges, review quality, graph proximity and freshness can be blended into an explainable feed optimized for high-signal research discovery.

Useful bridge between trust, ranking and collaboration intent.

Rhea PatelPhD Candidate / Trust L2
author

Studies trust signals and structured peer feedback in online science.

Author node worth tracking for trust and peer-feedback work.

Research Collaboration9 works / 9 authors
topic

Signals, incentives and matching for scholarly collaboration.

Topic anchor for the full trust and review workflow.

Calibrated Review Rubrics for AI Science CommunitiesWorkshop Paper / 2025
work

We evaluate rubric design for structured reviews, moderation queues and reviewer calibration in technical communities.

Structured review calibration reference for communities and moderation teams.

Moderation Ledger Design for Research PlatformsConference Paper / 2024
work

We propose ledger-based moderation records that improve accountability, appeals and policy learning in research products.

Moderation auditability reference for high-trust product operations.

Hanae MoritaSenior Lecturer / Trust L4
author

Works on review quality, moderation design and institutional trust systems for online science.

Strong author node for trust, moderation and review quality work.