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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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WORLD SCIENTIFIC eBooks
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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
fundfunder
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

516 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.
516 works in the cohort · of 4,299,418page 5 of 11

Labels cover 2 of 516 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 516 of 516 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Handwriting Recognition Systems and Applications
Muna Khayyat, Nicola Nobile
2019· book-chapter· en· WORLD SCIENTIFIC eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Sustainable Sludge Management
Kuan-Yeow Show, Joo‐Hwa Tay, Duu‐Jong Lee
2018· book· en· WORLD SCIENTIFIC eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
afffundno abstractunlabeled
ABC Transporters
Eoin P. Coll, D. Peter Tieleman
2011· book-chapter· en· WORLD SCIENTIFIC eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Economics of G20
John Whalley, Manmohan Agarwal
2020· book· pt· WORLD SCIENTIFIC eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Characteristics of English, Chinese and Arabic Typefaces
Ching Y. Suen, Shima Nikfal, Zhang Bing, Jehan Janbi
2017· book-chapter· en· WORLD SCIENTIFIC eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
fundno affunlabeled
The Search for Gravitational Waves
2017· book-chapter· en· WORLD SCIENTIFIC eBooks· Physics and Astronomy
distilled prediction:candidate · stsconsensus · none
1
citations
aboutno affno abstractunlabeled
Sudbury Neutrino Observatory
S. J. M. Peeters, J. R. Wilson
2008· book-chapter· en· WORLD SCIENTIFIC eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
The Biology of Information
Robert K. Logan
2020· book-chapter· en· WORLD SCIENTIFIC eBooks· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Arbitrage and Risk Arbitrage in Team Jai Alai
Daniel E. Lane, William T. Ziemba
2012· book-chapter· en· WORLD SCIENTIFIC eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Jet quenching: From theory to simulation
Shanshan Cao, A. Majumder, Rouzbeh Modarresi-Yazdi, Ismail Soudi, Y. Tachibana
2025· book-chapter· en· WORLD SCIENTIFIC eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Decentralization and COVID-19 Policies
Thomas J. Bossert, Gregory P. Marchildon, Dian Kusuma
2024· book-chapter· en· WORLD SCIENTIFIC eBooks· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · sts
1
citations
affno abstractunlabeled
Transmission Dynamics of COVID-19
Daniel Coombs, Michael A. Irvine
2024· book-chapter· en· WORLD SCIENTIFIC eBooks· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
afffundno abstractunlabeled
Tree Structure for Modeling Skin Lesion Growth
Tim K. Lee, Sina KhakAbi, Paul Wighton, Harvey Lui, David I. McLean, M. Stella Atkins
2014· book-chapter· en· WORLD SCIENTIFIC eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
WIMAX/802.16 BROADBAND WIRELESS NETWORKS
Michel Barbeau, Paul Boone, Evangelos Kranakis
2010· book-chapter· en· WORLD SCIENTIFIC eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Radiolabeled BODIPYs: An overview
Hesham Ali, René Ouellet, Johan E. van Lier, Brigitte Guérin
2020· book-chapter· en· WORLD SCIENTIFIC eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Mind the Gap
Martin Beech
2023· book· en· WORLD SCIENTIFIC eBooks
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affno abstractunlabeled
<i>Word Ways</i> Selections
Beatrice A. Golomb, Guang Gong, Alfred W. Hales
2023· book-chapter· he· WORLD SCIENTIFIC eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Sol — Too Famous for a Stamp
Beatrice A. Golomb, Guang Gong, Alfred W. Hales
2023· book-chapter· en· WORLD SCIENTIFIC eBooks· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

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