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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.

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.

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 3 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
Extending INSPIRE to the Internet of Things through SensorThings API
Alexander Kotsev, Katherina Schleidt, Steve Liang, Hylke van der Schaaf, Tania Khalafbeigi, Sylvain Grellet +3 more
2018· preprint· en· Preprints.org· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affunlabeled
COVID-19: Rethinking the Lockdown Groupthink
Ari R. Joffe
2020· preprint· en· Preprints.org· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
14
citations
affunlabeled
The Origin and Immune Recognition of Tumor-Specific Antigens
Anca Apavaloaei, Marie‐Pierre Hardy, Pierre Thibault, Claude Perreault
2020· preprint· en· Preprints.org· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
14
citations
aboutno affunlabeled
Organic Dyes Versus Adsorption Processing
Francisco José Alguacil, Félix A. López
2021· preprint· en· Preprints.org· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
14
citations
afffundunlabeled
The Initiation of Th2 Immunity towards Food Allergens
Yosef Ellenbogen, Rodrigo Jiménez‐Saiz, Paul Spill, Derek K. Chu, Susan Waserman, Manel Jordana
2018· preprint· en· Preprints.org· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
afffundunlabeled
A Review of 3-D Printing Batteries
Maryam Mottaghi, Joshua M. Pearce
2024· review· en· Preprints.org· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affunlabeled
Quaternion-Spin and Some Consequences
Bryan Sanctuary
2023· preprint· en· Preprints.org· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affunlabeled
Epistemic Communities under Active Inference
Mahault Albarracin, Daphne Demekas, Maxwell J. D. Ramstead, Conor Heins
2022· preprint· en· Preprints.org· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations

How this was built: Screen · Findings · About