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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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National Science Review
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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
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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.

80 results · 1 filter active ·
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20132025
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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.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 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 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Progress in ENSO prediction and predictability study
Youmin Tang, Rong‐Hua Zhang, Ting Liu, Wansuo Duan, Dejian Yang, Fei Zheng +5 more
2018· article· en· National Science Review· Environmental Science
distilled prediction:candidate · noneconsensus · none
269
citations
affunlabeled
Understanding human influence on climate change in China
Ying Sun, Xuebin Zhang, Yihui Ding, Deliang Chen, Dahe Qin, Panmao Zhai
2021· article· en· National Science Review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
194
citations
affunlabeled
Evolving paradigms in biological carbon cycling in the ocean
Chuanlun Zhang, Hongyue Dang, Farooq Azam, Ronald Benner, Louis Legendre, Uta Passow +4 more
2018· article· en· National Science Review· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
192
citations
afffundunlabeled
Arsenobetaine: the ongoing mystery
Aleksandra Popowich, Qi Zhang, X. Chris Le
2016· article· en· National Science Review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
113
citations
affunlabeled
Regional scientific research benefits threatened-species conservation
Yisi Hu, Zhenhua Luo, Colin A. Chapman, Stuart L. Pimm, Samuel T. Turvey, Michael J. Lawes +3 more
2018· article· en· National Science Review· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
31
citations
fundno affunlabeled
Discontinuous phase diagram of amorphous carbons
YinBo Zhu, ZhouYu Fang, ZhongTing Zhang, HengAn Wu
2024· article· en· National Science Review· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affunlabeled
Modelling marine DOC degradation time scales
Luca Polimene, Richard B. Rivkin, Ya‐Wei Luo, Eun Young Kwon, Marion Gehlen, M. Angélica Peña +4 more
2018· article· en· National Science Review· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
affunlabeled
Rapid growth in a large Cambrian apex predator
Yu Wu, Stephen Pates, Daniel Pauly, Xingliang Zhang, Dongjing Fu
2023· article· en· National Science Review· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About