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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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Research Portal (Queen's University Belfast)
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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.

1,257 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.
1,257 works in the cohort · of 4,299,418page 22 of 26

Labels cover 4 of 1,257 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 1,257 of 1,257 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
China's Hukou reform and internal migration
2022· article· en· Research Portal (Queen's University Belfast)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Community building for pedagogic and professional impact: developing a business school teaching and learning forum
Danielle; id_orcid 0000-0001-7947-5700 McConville, Laura Steele, Lisa; id_orcid 0000-0002-7715-8821 Bradley, Christopher L.; id_orcid 0000-0002-8140-0115 Colvin, Mike; id_orcid 0000-0001-9744-1918 Crone, Alan J; id_orcid 0000-0002-8301-8147 Hanna +1 more
2024· other· en· Research Portal (Queen's University Belfast)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Training diffusion-based generative models with limited data
Zhaoyu Zhang, Yang; id_orcid 0000-0001-5536-503X Hua, Guanxiong; id_orcid 0000-0003-1901-9097 Sun, Hui; id_orcid 0000-0003-2633-6015 Wang, Sean; id_orcid 0000-0002-3016-6197 McLoone
2025· article· en· Research Portal (Queen's University Belfast)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Coping with the wash
Trevor Whittaker, Bjoern Elsaesser
2002· article· en· Research Portal (Queen's University Belfast)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Sustainable futures and change
Laura Steele, John Bratton
2025· book-chapter· en· Research Portal (Queen's University Belfast)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Steering the Climate: an extended comment
Niall Farrell
2019· report· en· Research Portal (Queen's University Belfast)
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pivoting the geoenergy nexuses
2023· report· en· Research Portal (Queen's University Belfast)· Energy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Cartan semigroups and twisted groupoid C*-algebras
Tristan Bice, Lisa Orloff Clark, Ying‐Fen Lin, Kathryn McCormick
2024· preprint· en· Research Portal (Queen's University Belfast)· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review of documentary Walk with me
2018· other· en· Research Portal (Queen's University Belfast)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Pricing under asymmetry and ambiguity
2023· report· en· Research Portal (Queen's University Belfast)
machine prediction:candidate · noneconsensus · none
0
citations
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