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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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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.

9,285 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.
9,285 works in the cohort · of 4,299,418page 93 of 186

Labels cover 4 of 9,285 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 9,285 of 9,285 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.

affno abstractunlabeled
Transformative Technology
Antonia Arnaert, Norma Ponzoni, John A. Liebert, Zoumanan Debe
2017· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Developing Nephrology Programs in Low Resource Settings
Valérie A. Luyckx, Aminu K. Bello, Saraladevi Naicker
2017· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Algae and seaweeds: oceanic treasures for umami and salinity
Anish Dangal, Kishor Rai, Prekshya Timsina, Elena Benedetta Baroncelli, Angelo Maria Giuffrè, Annalisa Romano +3 more
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
List of Contributors
Robby D. Bowles, Anthony J. Smith, Jon D. Ahlstrom, Julie Albon, Peter G. Alexander, Richard A. Altschuler +226 more
2013· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
CBRN Crime Scenes
Max M. Houck, Frank Crispino, Terry McAdam
2018· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Vibration of systems with a single DOF
Ce Zhang, Jianming Yang, Zongyu Chang
2022· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Erikson, Erik Homburger (1902–94)
James E. Marcia
2015· book-chapter· en· Elsevier eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
COVID-19 and the peripheral nervous system
Benjamin Béland, Sarah Jacob, Gerald Pfeffer, Gordon Jewett
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Adomaviruses of aquatic organisms
Frederick S.B. Kibenge
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Climbing the Ladder
Ilene J. Busch‐Vishniac
2015· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Machine learning in tractography
Peter Neher, Philippe Poulin, Daniel Jörgens, Marco Reisert, Itay Benou, Klaus Maier‐Hein
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Estrogen
S.B. Miller, E. Neumark, A. Sita
2007· book-chapter· es· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
Epigenetics and Epigenomics
David P. Clark, Nanette J. Pazdernik, Michelle R. McGehee
2018· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Photosensitive Fibers
André Croteau, Anne Claire Jacob Poulin
2007· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Continuous monitoring of breathing
Miodrag Bolić
2023· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Genetic Instability
Meiyun Guo, Lin Mei, Christopher A. Maxwell
2017· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
LINEAR FILTERS
Ramazan Gençay, Faruk Selçuk∥, Brandon Whitcher
2002· book-chapter· en· Elsevier eBooks
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Modeling active tracers
Marek Stastna, Derek Steinmoeller
2023· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Benthic Boundary Layer Effects
D. J. Wildish
2001· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Government Information
Sam-chin Li
2024· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Analytical Chemistry
Ulrich J. Krull, Michael Thompson
2003· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Basic Reliability Concepts
N. Unnikrishnan Nair, P. G. Sankaran, N. Balakrishnan
2018· book-chapter· en· Elsevier eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Critical Rationalism
David A. Bennett
2009· book-chapter· en· Elsevier eBooks· Arts and Humanities
machine prediction:candidate · stsconsensus · none
1
citations
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