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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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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 1 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
Structural Diversity, Characterization and Toxicology of Microcystins
Noureddine Bouaı̈cha, Christopher O. Miles, Daniel G. Beach, Zineb Labidi, Amina Djabri, Naila-Yasmine Benayache +1 more
2019· preprint· en· Preprints.org· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
102
citations
affunlabeled
Nutrition and Metabolism of Minerals in Fish
Santosh P. Lall, Sadasivam Kaushik
2021· preprint· en· Preprints.org· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
82
citations
afffundunlabeled
Silicon Photonic Biosensors Using Label-Free Detection
Enxiao Luan, Hossam Shoman, Daniel M. Ratner, Karen C. Cheung, Lukas Chrostowski
2018· preprint· en· Preprints.org· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
48
citations
affunlabeled
Plants Metabolome Study: Emerging Tools and Techniques
Manish Kumar Patel, Sonika Pandey, Manoj Kumar, Intesaful Haque, Sikander Pal, Narendra Singh Yadav
2021· preprint· en· Preprints.org· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
affunlabeled
COVID-19 Serological Tests: How Well Do They Actually Perform?
Abdi Ghaffari, Robyn Meurant, Ali Ardakani
2020· preprint· en· Preprints.org· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
36
citations
aboutno affunlabeled
The 2017 North Bay and Southern California Fires: A Case Study
Nicholas J. Nauslar, John T. Abatzoglou, Patrick T. Marsh
2018· preprint· en· Preprints.org· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
36
citations
affunlabeled
STAT3 and STAT5 Activation in Solid Cancers
Sebastian Igelmann, Heidi A. Neubauer, Gerardo Ferbeyre
2019· preprint· en· Preprints.org· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
34
citations
afffundunlabeled
Social Symptoms of Parkinson’s Disease
Magaret T. M. Prenger, Racheal Madray, Kathryne Van Hedger, Mimma Anello, Penny A. MacDonald
2020· preprint· en· Preprints.org· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
COVID-19 Epidemic Compartments Model and Bangladesh
Md. Shahidul Islam, Jannatun Irana Ira, Koroush Kabir, Md. Kamrujjaman
2020· preprint· en· Preprints.org· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · none
28
citations
afffundunlabeled
Introduction to Reconfiguration
Naomi Nishimura
2017· preprint· en· Preprints.org· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
26
citations

How this was built: Screen · Findings · About