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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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Organizational and Employee Performance
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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.

721 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.
721 works in the cohort · of 4,299,418page 7 of 15

Labels cover 1 of 721 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 721 of 721 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Enhancing business entrepreneurship through open government data
Nazem M. M. Malkawi, Akif Lutfi Al-Khasawneh, Mohammad Haider Sadeq Mohailan
2020· article· en· Management Science Letters· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · open_science
8
citations
venueno affunlabeled
Digital transformation and the challenges associated with applying digital technologies in achieving strategic flexibility in public administration: a case study in Jordan
Suad Abdalkareem Alwaely, Rania S. M. Alzubaidi, Abdulla Ebrahim Altaher, Umahani Abusabbah El sheikh El tayeb, Abdallah Abusalma, Alia Osman Sayed Saad +2 more
2024· article· en· International Journal of Data and Network Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
7
citations
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How this was built: Screen · Findings · About