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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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Theoretical and Computational Physics
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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.

1,591 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,591 works in the cohort · of 4,299,418page 2 of 32

Labels cover 2 of 1,591 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 1,591 of 1,591 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Deterministic random walks on the integers
2007· article· en· European Journal of Combinatorics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Dimers and Amoebae
2003· preprint· en· arXiv (Cornell University)· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
Relating theories via renormalization
2012· article· en· Studies in History and Philosophy of Science Part B Studies in History and Philosophy of Modern Physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
46
citations
affunlabeled
On the swapping algorithm
2002· article· en· Random Structures and Algorithms· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
afffundunlabeled
Extended state-space Monte Carlo methods
2001· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
41
citations
affno abstractunlabeled
The Ising Susceptibility Scaling Function
2011· article· en· Journal of Statistical Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
The stiffness of self-similar fractals
2008· article· en· International Journal of Solids and Structures· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Coherent x-ray scattering and dynamics of fluctuations in smectic-<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>A</mml:mi></mml:math>and crystal-<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>B</mml:mi></mml:math>films: Continuous model
2000· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affunlabeled
Specific Heat of the Dilute Ising Magnet<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>LiHo</mml:mi><mml:mi>x</mml:mi></mml:msub><mml:msub><mml:mi mathvariant="normal">Y</mml:mi><mml:mrow><mml:mn>1</mml:mn><mml:mo>−</mml:mo><mml:mi>x</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi mathvariant="normal">F</mml:mi><mml:mn>4</mml:mn></mml:msub></mml:math>
2007· article· lv· Physical Review Letters· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
32
citations
afffundunlabeled
Balasubramanian<i>et al.</i>Reply:
2015· letter· yi· Physical Review Letters· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
30
citations
affunlabeled
Adsorbing trees in two dimensions: A Monte Carlo study
2001· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations

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