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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
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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
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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
Evidence
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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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Community Informatics and Systems Design
Michael Gurstein
2007· article· en· The Journal of Community Informatics· Computer Science
machine prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
"Parar-daktar Understands My Problems Better"
Sharifa Sultana, Syed Ishtiaque Ahmed, Susan R. Fussell
2019· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
25
citations
affunlabeled
HCI Across Borders and Sustainable Development Goals
Neha Kumar, Vikram Kamath Cannanure, Dilrukshi Gamage, Annu Prabhakar, Christian Sturm, Cuauhtémoc Rivera Loaiza +3 more
2020· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Numeric paper forms for NGOs
Gursharan Singh, Leah Findlater, Kentaro Toyama, Scott Helmer, Rikin Gandhi, Ravin Balakrishnan
2009· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Cloze
David Hutchful, Akhil Matur, Edward Cutrell, Apurva Joshi
2010· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
18
citations
venueno affunlabeled
In Search of Local Knowledge on ICTs in Africa
Iginio Gagliardone, Ashnah Kalemera, Lauren Kogen, Lillian Nalwoga, Nicole Stremlau, Wairagala Wakabi
2015· article· en· Stability International Journal of Security and Development· Computer Science
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Designed for work, but not from here
Roberta M. Melvin, Andrea Bunt
2012· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
16
citations
fundno affunlabeled
Rural Uncommoning
Nicola J. Bidwell
2021· article· en· ACM Transactions on Computer-Human Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Fieldwork with vulnerable populations
Cosmin Munteanu, Heather Molyneaux, Susan O’Donnell
2014· article· en· interactions· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
The Five Ages of Communication
Robert K. Logan
2002· article· en· Explorations in Media Ecology· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Masa: AI-Adaptive Mobile App for Sustainable Agriculture
Ruth Ogubuike, Ashfaq Adib, Rita Orji
2021· article· en· 2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
<i>'Shada Baksho'</i>
Sharifa Sultana, Shaid Hasan, Khandaker Reaz Mahmud, S. M. Raihanul Alam, Syed Ishtiaque Ahmed
2019· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
13
citations
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