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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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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.

680 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.
680 works in the cohort · of 4,299,418page 14 of 14

Labels cover 0 of 680 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 680 of 680 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.

venueno affunlabeled
ITNLP Entity Linking System at TAC 2013.
Yaming Sun, Xianqi Zou, Lei Lin, Chengjie Sun
2013· article· en· Theory and applications of categories· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Cool Cucumber System at the 2017 TAC KBP BeSt Evaluation.
Thanh-Son Nguyen, Yufang Hou, Charles Jochim, Elizabeth Daly, Léa A. Deleris
2017· article· en· Theory and applications of categories· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Tangled circuits
Robert Rosebrugh, N. Sabadini, R. F. C. Walters
2012· article· en· Theory and applications of categories· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The category of necklaces is Reedy monoidal
Violeta Borges Marques, Arne Mertens
2024· article· en· Theory and applications of categories· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
A topos for continuous logic
Daniel G. Figueroa, Benno van den Berg
2022· article· en· Theory and applications of categories· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Ict_spring Belief and Sentiment System at TAC 2017.
Yihan Ni, Bingbing Xu, Yue Zhao, Hui Du
2017· article· en· Theory and applications of categories· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
MSIIPL THU’s Slot-Filling Method for TAC-KBP 2015.
Yangcheng Zhang, Hengsheng Liu, Gang Zhao, Wu Ji
2015· article· en· Theory and applications of categories· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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