aboutno affunlabeled
Using thematic analysis in psychology2006· article· en· Qualitative Research in Psychology· Health Professions
183,308
citations
Open · Provenance-tracked · Bilingual
A provenance-tracked map of Canadian metaresearch.
Define a cohort of Canadian research works, count it exactly, export it, and cite it. Every record carries why it was retrieved: four checkable metadata routes over a frozen OpenAlex frame, not a keyword list.
Routesafffundvenueabouttri-state: any / required / excluded; routes composee.g. funded by Canada, no Canadian affiliation →
Works in the frozen frame
4,299,418
482 partitions · snapshot frozen 2026-07-12
Invisible to affiliation
1,565,226
36.4% carry no Canadian affiliation at all
French-language works
237,207
Érudit ISSN/DOI crosswalk pending
Machine-screened for training
11,048
classifier metacan-v3-hybrid-931329e0061c · human validation pending
Four routes into the frame
aff · Canadian affiliation2,734,192
about · about Canada1,316,408
fund · Canadian funder788,103
venue · Canadian venue638,161
1,565,226 works (36.4%) carry no Canadian affiliation at all; an affiliation-only frame never sees them.
What the frame can see
Has venue metadata3,902,048 · 90.8%
Has an abstract3,296,301 · 76.7%
French-language237,207 · 5.5%
No funder metadata3,059,468 · 71.2%
No abstract1,003,117 · 23.3%
Coverage holds within the frame. A work absent from covered sources, or lacking every detectable Canadian signal, is outside what this design can estimate.
No filters · sorted by most cited
Cohort preview
affunlabeled
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews2021· article· en· BMJ· Decision Sciences
95,038
citations
afffundunlabeled
Fitting Linear Mixed-Effects Models Using <b>lme4</b>2015· article· en· Journal of Statistical Software· Computer Science
85,618
citations
Showing 3 of 4,299,418 works · machine labels cover 11,048; an unlabeled work is unknown, not a negativeSee all works →
The boundary, measured
The field’s edge is not a line the models share: it is a region they each cut differently.
1,000
works screened by three frontier models under one locked rubric
19 / 51
flagged works called metaresearch by all three: 37.3% set agreement
32
flagged works are contested: one or two models said metaresearch, and the disagreement ships as data