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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.

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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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.

3,084 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.
3,084 works in the cohort · of 4,299,418page 13 of 62

Labels cover 10 of 3,084 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 3,084 of 3,084 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Unsupervised Morphological Analysis by Formal Analogy
Jean-François Lavallée, Philippe Langlais
2010· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
16
citations
afffundunlabeled
Neural reality of argument structure constructions
Bai Li, Zining Zhu, Guillaume F. Thomas, Frank Rudzicz, Yang Xu
2022· article· en· Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)· Computer Science
distilled prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Evaluating Embedding APIs for Information Retrieval
Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh +1 more
2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
LTL2Action: Generalizing LTL Instructions for Multi-Task RL
Pashootan Vaezipoor, Andrew C. Li, Rodrigo A Toro Icarte, Sheila A. McIlraith
2021· article· en· International Conference on Machine Learning· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
Mood at work
Alexandre Patry, Fabrizio Gotti, Philippe Langlais
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Post-editing machine translation as an FSL exercise
Michael D. Kliffer
2008· article· en· Porta Linguarum Revista Interuniversitaria de Didáctica de las Lenguas Extranjeras· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
afffundunlabeled
Supertagging with CCG primitives
Aditya Bhargava, Gerald Penn
2020· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
LIMSI $@$ WMT13
Alexander Allauzen, Nicolas Pécheux, Quoc Khanh, Marco Dinarelli, Thomas Lavergne, Aurélien Max +2 more
2013· article· en· Workshop on Statistical Machine Translation· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Multi-way classification of semantic relations between pairs of nominals
Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Ó Séaghdha, Sebastian Padà +3 more
2009· article· en· North American Chapter of the Association for Computational Linguistics· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
afffundno abstractunlabeled
Translon: a single term for translated regions
Michał Świrski, Jack A. S. Tierney, M. Mar Albà, Dmitry E. Andreev, Julie L. Aspden, John F. Atkins +152 more
2025· letter· en· Nature Methods· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
14
citations
aboutno affunlabeled
Corpus-Based Perspectives in Linguistics
2007· book· en· Usage-based linguistic informatics· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
14
citations
aboutno affunlabeled
Grammars and the community
Marianne Mithun
2006· article· en· Studies in Language· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations

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