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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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Analytical chemistry methods development
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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.

1,254 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.
1,254 works in the cohort · of 4,299,418page 15 of 26

Labels cover 3 of 1,254 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 1,254 of 1,254 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Removing aromatic organic pollutants by cloud point extraction using biodegradable nonionic surfactants: equilibrium constants and diffusion kinetics
Lindemberg de Jesus Nogueira Duarte, Francisco Wendell Bezerra Lopes, Elayne Andrade Araújo, Ricardo Paulo Fonsêca Melo, Eduardo Lins de Barros Neto, Jean Paul Canselier
2022· article· en· International Journal of Environmental & Analytical Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Solid-Phase Microextraction
Khaled Murtada, Janusz Pawliszyn
2024· book-chapter· en· Integrated analytical systems· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
7
citations
affunlabeled
Solid-Phase Microextraction (SPME)
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Imprinting Atomic and Molecular Patterns
Iain R. McNab, J. C. Polanyi
2011· book-chapter· en· Frontiers of nanoscience· Chemistry
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Nanomaterials for analytical chemistry
Juewen Liu, Hongdeng Qiu
2019· article· en· Chinese Chemical Letters· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations

How this was built: Screen · Findings · About