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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.

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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 1 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.

affno abstractunlabeled
The global divide in data-driven farming
Zia Mehrabi, Mollie J. McDowell, Vincent Ricciardi, Christian Levers, Juan Diego Martínez, Natascha Mehrabi +3 more
2020· article· en· Nature Sustainability· Computer Science
machine prediction:candidate · noneconsensus · none
191
citations
affunlabeled
FarmChat
Mohit Jain, Pratyush Kumar, Ishita Bhansali, Q. Vera Liao, Khai N. Truong, Shwetak Patel
2018· article· en· Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies· Computer Science
machine prediction:candidate · noneconsensus · none
113
citations
afffundunlabeled
Combating Misinformation in Bangladesh
Md. Mahfuzul Haque, Mohammad Yousuf, Ahmed Shatil Alam, Pratyasha Saha, Syed Ishtiaque Ahmed, Naeemul Hassan
2020· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
73
citations
afffundunlabeled
Youtopia
Alissa N. Antle, Alyssa Friend Wise, Amanda Häll, Saba Nowroozi, Perry Tan, Jillian L. Warren +2 more
2013· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
64
citations
afffundunlabeled
"My cousin bought the phone for me. I never go to mobile shops."
Samia Ibtasam, Lubna Razaq, Maryam Ayub, Jennifer Webster, Syed Ishtiaque Ahmed, Richard Anderson
2019· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Community Informatics
Michael Gurstein
2000· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
59
citations
affno abstractunlabeled
Children, teenagers, and the Web
Andrew Large
2005· article· en· Annual Review of Information Science and Technology· Computer Science
machine prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Designing for Discomfort
Helen Halbert, Lisa P. Nathan
2015· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
36
citations
venueno affunlabeled
n-Logue: The Story of a Rural Service Provider In India
Ashok Jhunjhunwala, Anuradha Ramachandran, Alankar Bandyopadhyay
2004· article· en· The Journal of Community Informatics· Computer Science
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Seeing in Context
Sharifa Sultana, Syed Ishtiaque Ahmed, Jeffrey M. Rzeszotarski
2021· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
machine prediction:candidate · noneconsensus · none
27
citations
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