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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.

3,194 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.
3,194 works in the cohort · of 4,299,418page 10 of 64

Labels cover 7 of 3,194 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 3,194 of 3,194 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Functional Characterization of Outer Membrane Proteins (OMPs) in <em>Xenorhabdus nematophila</em> and <em>Photorhabdus luminescens</em> through Insect Immune Defense Reactions<strong> </strong>
Reyhaneh Darsouei, Javad Karimi, Gary B. Dunphy
2019· preprint· en· Preprints.org· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affunlabeled
COVID-19: Rethinking the Lockdown Groupthink
Ari Joffe
2020· preprint· en· Preprints.org· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
Natural Selection beyond Life? A Workshop Report
Sylvain Charlat, André Ariew, Pierrick Bourrat, María J. Ferreira Ruiz, Thomas Heams, Philippe Huneman +10 more
2021· preprint· en· Preprints.org· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Extrinsic Quaternion Spin
Bryan Sanctuary
2023· preprint· en· Preprints.org· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
An Energy-efficient Microcontroller-based Smart Light Controlling System
Md. Saidul Islam, Sumon Chandra Debnath, Md. Sadequl Azam, Mashudur Rahaman, Md Azizul Hoque, Ali Newaz Bahar +1 more
2021· preprint· en· Preprints.org· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
An ‘’Omic’’ Overview of Fragile X Syndrome
Olivier Dionne, François Corbin
2021· preprint· en· Preprints.org· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Regulatory ILC2 – Role of IL-10 Producing ILC2 in Asthma
Nahal Emami Fard, Maria Xiao, Roma Sehmi
2023· preprint· en· Preprints.org· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
5
citations
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How this was built: Screen · Findings · About