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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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Statistical Mechanics and Entropy
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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.

307 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.
307 works in the cohort · of 4,299,418page 4 of 7

Labels cover 1 of 307 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 307 of 307 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
A generalized concept of information transfer
P. Fielitz, Gary C. Borchardt
2011· article· en· Physics Essays· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
On Jensen- divergence measure
Omid Kharazmi, N. Balakrishnan
2023· article· en· Probability in the Engineering and Informational Sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Experimental test of fair three-sided coins
Pasquale Bosso, Anthony I. Huber, Vasil Todorinov
2020· article· en· European Journal of Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Tales of Tails
Christopher Essex, Bjarne Andresen
2023· article· en· Entropy· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Wiley Series in Probability and Statistics
Dirk P. Kroese, Thomas Taimre, Zdravko I. Botev
2011· other· en· Wiley series in probability and statistics· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Fundamentals of Information Theory
Ke-Lin Du, M. N. S. Swamy
2010· book-chapter· en· Signals and communication technology· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
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