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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 15 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
Bedforms in Sand Bed Rivers
Jeremy G. Venditti, R. W. Bradley
2020· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Plant Genetic Techniques
Istvan Rajcan, J. G. Boersma, Eric J. Shaw
2011· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Polymers in Membrane Electrode Assemblies
D.S. Kim, Cynthia Welch, Rex P. Hjelm, Y.S. Kim, Michael D. Guiver
2012· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Biomechanics Imaging and Analysis
Reza Sharif Razavian, Sara Greenberg, John McPhee
2017· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
The Internet in Context
Evelyn Ellerman
2007· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Dairy Products
A.R. Hill, Prashanti Kethireddipalli
2012· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Avoidance
Nicole D. Ottenbreit, Keith S. Dobson
2008· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Armillaria root diseases of diverse trees in wide-spread global regions
Mee‐Sook Kim, Renate Heinzelmann, Frédéric Labbé, Yuko Ota, Rubén Damián Elías-Román, María Belén Pildain +3 more
2022· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Photochemical effects on oil spill fingerprinting
J. Albaigés, Josep M. Bayona, Jagoš R. Radović
2016· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Volcanic and Igneous Plumbing Systems of Caldera Volcanoes
Ben Kennedy, Eoghan P. Holohan, John Stix, Darren M. Gravley, Jonathan Davidson, Jim Cole +1 more
2018· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Seaweeds and their Mariculture
T. Chopin, M. Sawhney
2009· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Antioxidants from marine by-products
Fereidoon Shahidi, Ying Zhong
2007· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Infection resistant biomaterials
Yasaman Delaviz, J. Paul Santerre, Dennis G. Cvitkovitch
2015· book-chapter· en· Elsevier eBooks· Chemistry
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Social Anxiety and the Self
Lynn E. Alden, Karen W. Auyeung, Leili Plasencia
2014· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Shrinkage-reducing admixtures
R. Gagné
2015· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Missile Projection Effects
Alessandro Tugnoli, Valerio Cozzani, Faisal Khan, Paul Amyotte
2013· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Machine learning robustness: a primer
Houssem Ben Braiek, Foutse Khomh
2025· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Law and Courts in Authoritarian States
Peter H. Solomon
2015· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
14
citations
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