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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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Springer proceedings in 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.

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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.

73 results · 1 filter active ·
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20012025
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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.
73 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 73 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 73 of 73 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Chemistry of Black Holes
Robert B. Mann
2015· book-chapter· en· Springer proceedings in physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
affno abstractunlabeled
Advances in Optical Science and Engineering
Vasudevan Lakshminarayanan, Indrani Bhattacharya
2015· book· en· Springer proceedings in physics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
afffundno abstractunlabeled
Super-Entropic Black Holes
Robert B. Mann
2018· book-chapter· en· Springer proceedings in physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Advances in Optical Science and Engineering
Indrani Bhattacharya, Satyajit Chakrabarti, H.S. Reehal, Vasudevan Lakshminarayanan
2017· book· en· Springer proceedings in physics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affno abstractunlabeled
Active Learning by Innovation in Teaching (Alit)
Dina Izadi, Marina Milner‐Bolotin
2014· book-chapter· en· Springer proceedings in physics· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affno abstractunlabeled
Solutions in the $$2+1$$ Null Surface Formulation
Tina A. Harriott, J. G. Williams
2014· book-chapter· en· Springer proceedings in physics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Evaluation of Turbulence Models for Unsteady Separation
Claire Yeo MacDougall, Francesco Ambrogi, Ugo Piomelli
2024· book-chapter· en· Springer proceedings in physics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Brillouin-Active Subwavelength Silicon Membrane Waveguides
Paula Nuño Ruano, Jianhao Zhang, David González‐Andrade, Hiba El Batoul Ferhat, Daniele Melati, Éric Cassan +4 more
2024· book-chapter· en· Springer proceedings in physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
The (Holographic) Chemistry of Black Holes
Robert B. Mann
2024· book-chapter· en· Springer proceedings in physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Exploring the Alternative Left-Right Model with Leptonic Probes
Mariana Frank, Benjamin Fuks, Sumit K. Garg, Chayan Majumdar, Poulose Poulose, Supriya Senapati
2025· book-chapter· en· Springer proceedings in physics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Cosmic Accelerators in an Extreme External Field
Ankur Chaubey, Shashank Mishra, Venktesh Singh, Avijit K. Ganguly
2025· book-chapter· en· Springer proceedings in physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Two Decades of SCN Modelling and Beyond
P.P.M. So, Peter J. Eng
2008· book-chapter· en· Springer proceedings in physics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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