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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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Lirias (KU Leuven)
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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.

309 results · 1 filter active ·
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20012025
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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.
309 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 309 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 309 of 309 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.

affunlabeled
Deliberative Mini-Publics: Core Design Features
David M. Farrell, Nicole Curato, John S. Dryzek, Brigitte Geißel, Kimmo Grönlund, Sofie Mariën +6 more
2021· book· en· Lirias (KU Leuven)· Social Sciences
machine prediction:candidate · noneconsensus · none
102
citations
afffundunlabeled
Joint Embeddings of Scene Graphs and Images
Eugene Belilovsky, Matthew B. Blaschko, Jamie Kiros, Raquel Urtasun, Richard S. Zemel
2017· preprint· en· Lirias (KU Leuven)· Computer Science
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
The cognitive basis of arithmetic
Helen De Cruz, Hansjörg Neth, Dirk Schlimm
2010· article· en· Lirias (KU Leuven)· Mathematics
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
It's all about, like, acoustics
Ryan G. Podlubny, Kristina Geeraert, Benjamin V. Tucker
2015· article· en· Lirias (KU Leuven)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
Innovazione sociale e sviluppo territoriale
Frank Moulaert, Pieter Van den Broeck, Alessandra Manganelli
2017· article· it· Lirias (KU Leuven)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Bio-diesel from Jatropha: the life-cycle perspective
Wouter Achten, Erik Mathijs, Louis Verchot, Virendra Singh, Bart Muys
2007· article· en· Lirias (KU Leuven)· Environmental Science
machine prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Open Access Publishing: A Literature Review
Giancarlo Frosio, Estelle Derclaye
2014· review· en· Lirias (KU Leuven)· Decision Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
3
citations
aboutno affunlabeled
Romance the world over
An Goris
2009· article· en· Lirias (KU Leuven)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Why Young Citizens keep away from politics
Valérie-Anne Mahéo, Dietlind Stolle, Yves Dejaeghere
2009· article· en· Lirias (KU Leuven)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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