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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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ICT in Developing Communities
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

580 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
580 works in the cohort · of 4,299,418page 2 of 12

Labels cover 3 of 580 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 580 of 580 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Community Informatics and Systems Design
2007· article· en· The Journal of Community Informatics· Computer Science
distilled prediction:candidate · sts+research_integrityconsensus · none
26
citations
afffundunlabeled
"Parar-daktar Understands My Problems Better"
2019· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
25
citations
venueno affunlabeled
The K-Net Story: Community ICT Development Work
2004· article· en· The Journal of Community Informatics· Computer Science
distilled prediction:candidate · sts+open_science+research_integrityconsensus · none
24
citations
affunlabeled
Numeric paper forms for NGOs
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Cloze
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
18
citations
venueno affunlabeled
In Search of Local Knowledge on ICTs in Africa
2015· article· en· Stability International Journal of Security and Development· Computer Science
distilled prediction:candidate · noneconsensus · none
16
citations
fundno affunlabeled
Rural Uncommoning
2021· article· en· ACM Transactions on Computer-Human Interaction· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affunlabeled
The Five Ages of Communication
2002· article· en· Explorations in Media Ecology· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Masa: AI-Adaptive Mobile App for Sustainable Agriculture
2021· article· en· 2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affunlabeled
<i>'Shada Baksho'</i>
2019· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
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