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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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Physics Essays
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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.

720 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.
720 works in the cohort · of 4,299,418page 10 of 15

Labels cover 3 of 720 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 720 of 720 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Geometry of the atom
Robert L. Duncan
2024· article· en· Physics Essays· Chemistry
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The matrix of time and space with null values
Timothy B. Jeter, Brandon P. Davis
2025· article· en· Physics Essays· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
An interconnected system of energy
Husam Wadi
2024· article· en· Physics Essays· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
On the speed of gravitational wave
Ling Jun Wang
2025· article· en· Physics Essays· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The principle of greatest freedom
Sylvain Battisti
2013· article· en· Physics Essays· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Back to Newtonian Time?
T. E. Phipps
2009· article· en· Physics Essays· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Deconstructing the Natural Units
Allen D. Allen
2001· article· en· Physics Essays· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
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