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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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The MIT Press 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.

188 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
188 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 188 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 188 of 188 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Greedy Layer-Wise Training of Deep Networks
Yoshua Bengio, Pascal Lamblin, Dan Popovici, Hugo Larochelle
2007· book-chapter· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4,704
citations
fundno affunlabeled
Semi-Supervised Learning
Olivier Chapelle, Alexander Zien
2006· book· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
4,308
citations
aboutno affunlabeled
Design, When Everybody Designs
Ezio Manzini
2015· book· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1,141
citations
aboutno affunlabeled
Engineering a Safer World
Nancy G. Leveson
2012· book· en· The MIT Press eBooks· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
942
citations
affunlabeled
Coherence in Thought and Action
Paul Thagard
2000· book· en· The MIT Press eBooks· Decision Sciences
distilled prediction:candidate · noneconsensus · none
928
citations
fundno affunlabeled
Code/Space
Rob Kitchin, Martin Dodge
2011· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
921
citations
aboutno affunlabeled
Carbon Captured
Matto Mildenberger
2020· book· en· The MIT Press eBooks· Environmental Science
distilled prediction:candidate · noneconsensus · none
309
citations
aboutno affunlabeled
Access Controlled
2010· book· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
269
citations
aboutno affunlabeled
Access Denied
2008· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
229
citations
aboutno affunlabeled
Global Commons, Domestic Decisions
2010· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
190
citations
affunlabeled
The Logic of Knowledge Bases
Hector J. Levesque, Gerhard Lakemeyer
2001· book· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
176
citations
aboutno affunlabeled
Seeds, Science, and Struggle
Abby Kinchy
2012· book· en· The MIT Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
145
citations
aboutno affunlabeled
The Privatization of the Oceans
Rögnvaldur Hannesson
2004· book· en· The MIT Press eBooks· Environmental Science
distilled prediction:candidate · noneconsensus · none
137
citations
afffundunlabeled
The Cultural Evolution of Religion
Joseph Bulbulia, Armin W. Geertz, Quentin D. Atkinson, Emma Cohen, Nicholas Evans, Pieter François +11 more
2013· book-chapter· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
134
citations
aboutno affunlabeled
The Shadows of Consumption
Peter Dauvergne
2008· book· en· The MIT Press eBooks· Energy
distilled prediction:candidate · noneconsensus · none
130
citations
aboutno affunlabeled
Environmental Regime Effectiveness
Edward L. Miles, Steinar Andresen, Elaine M. Carlin, Jon Birger Skjærseth, Arild Underdal, Jørgen Wettestad
2001· book· en· The MIT Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
128
citations
aboutno affunlabeled
The Economics of Language Policy
Victor Ginsburgh, Shlomo Weber
2016· preprint· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
122
citations
afffundunlabeled
Living Literacies
Kate Pahl, Jennifer Rowsell
2020· book· en· The MIT Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
110
citations
fundaboutno affunlabeled
MATERIAL WITNESS
Susan Schuppli
2020· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
108
citations
aboutno affunlabeled
Models of Innovation
Benoı̂t Godin
2017· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
97
citations
aboutno affunlabeled
Access Contested
2011· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
86
citations
aboutno affunlabeled
Plastic Water
Gay Hawkins, Emily Potter, Kane Race
2015· book· en· The MIT Press eBooks· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
75
citations
affunlabeled
Bayesian Policy Gradient Algorithms
Mohammad Ghavamzadeh, Yaakov Engel
2007· book-chapter· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
70
citations
aboutno affunlabeled
Reflections on Water
2001· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
66
citations
fundno affunlabeled
Insolvent
Christoph Becker
2023· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
54
citations
fundno affunlabeled
The Videogame Industry Does Not Exist
Brendan Keogh
2023· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
47
citations
aboutno affunlabeled
Profiling Machines
Greg Elmer
2003· book· en· The MIT Press eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
aboutno affunlabeled
Distributed Cognition and the Will
2007· book· en· The MIT Press eBooks· Psychology
distilled prediction:candidate · stsconsensus · none
45
citations
affaboutunlabeled
Making & Doing
2021· book· en· The MIT Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
affunlabeled
iLSTD: Eligibility Traces and Convergence Analysis
Alborz Geramifard, Michael Bowling, Martin Zinkevich, Richard S. Sutton
2007· book-chapter· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
fundno affunlabeled
Musical Bodies, Musical Minds
Dylan van der Schyff, Andrea Schiavio, David J. Elliott
2022· book· en· The MIT Press eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
37
citations
affunlabeled
Animal Navigation: A Synthesis
Jan Wiener, Sara J. Shettleworth, Verner P. Bingman, Ken Cheng, Susan D. Healy, Lucia F. Jacobs +4 more
2011· book-chapter· en· The MIT Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
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