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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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IGI Global 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
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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.

3,595 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.
3,595 works in the cohort · of 4,299,418page 28 of 72

Labels cover 8 of 3,595 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 3,595 of 3,595 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.

affunlabeled
Continuous Attractor Neural Networks
Thomas Trappenberg
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Organizational Citizenship Behavior
Francesca Di Virgilio, Angelo Presenza, Lorn Sheehan
2015· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Enabling the Glass Pipeline
Umar Ruhi, Ofir Turel
2006· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Teachers as Counselors
Dina Salinitri
2021· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
ICT Diffusion and Foreign Direct Investment
Farid Shirazi, Dolores Añón Higón, Roya Gholami
2011· book-chapter· en· IGI Global eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Modeling of Web Services using Reaction Rules
Marko Ribarić, Shahin Sheidaei, Milan Milanović, Dragan Gašević, Adrian Giurca, Sergey Lukichev
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Understanding Credit Card User's Behaviour
André C. P. L. F. de Carvalho, Antônio P. Braga, Solange Oliveira Rezende, Edmar Martineli, Teresa B. Ludermir
2002· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Risky Media
Matthew Krüger-Ross, Tricia M. Farwell
2013· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Narrowing the Focus
Scott D. Reid
2011· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
On Personalizing Web Services Using Context
Zakaria Maamar, Soraya Kouadri Mostéfaoui, Qusay H. Mahmoud
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Computational and Robotic Pool
Jean‐Pierre Dussault, Michael Greenspan, Jean-François Landry, Will Leckie, Marc Godard, Joseph Lam
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Accessibility of Mobile Applications
Panjak Kamthan
2007· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Teacher Training in 3D Virtual Worlds
Yi Fei Wang
2018· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Aviation Industry and Environment Crisis
Mostafa Jafari
2011· book-chapter· en· IGI Global eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About