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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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Lignin and Wood Chemistry
Retraction
Abstract
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Study design
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,051 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.
1,051 works in the cohort · of 4,299,418page 5 of 22

Labels cover 4 of 1,051 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 1,051 of 1,051 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Chemical and Biological Delignification of Biomass: A Review
Dalma Schieppati, Nicolas A. Patience, Federico Galli, Pierre Dal, Insa Seck, Gregory S. Patience +3 more
2023· review· en· Industrial & Engineering Chemistry Research· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
58
citations
affno abstractunlabeled
Biosolubilisation of Chinese lignite
Sudong Yin, Xiuxiang Tao, Kaiyi Shi, Zhongchao Tan
2009· article· en· Energy· Engineering
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Steam Pretreatment of Douglas-Fir Wood Chips
Abdellatif Boussaid, Ali R. Esteghlalian, David J. Gregg, Keun Ho Lee, John N. Saddler
2000· book-chapter· en· Humana Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affunlabeled
Thermal Mobility of β-<i>O</i>-4-Type Artificial Lignin
Yasumitsu Uraki, Yusuke Sugiyama, Keiichi Koda, Satoshi Kubo, Takao Kishimoto, John F. Kadla
2012· article· fa· Biomacromolecules· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
48
citations

How this was built: Screen · Findings · About