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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.

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
Language
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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.

fundno affunlabeled
Semi-Supervised Learning
2006· book· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
4,308
citations
aboutno affunlabeled
Design, When Everybody Designs
2015· book· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1,141
citations
aboutno affunlabeled
Engineering a Safer World
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
2000· book· en· The MIT Press eBooks· Decision Sciences
distilled prediction:candidate · noneconsensus · none
928
citations
fundno affunlabeled
Code/Space
2011· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
921
citations
aboutno affunlabeled
Carbon Captured
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
2001· book· en· The MIT Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
176
citations
aboutno affunlabeled
Seeds, Science, and Struggle
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
2004· book· en· The MIT Press eBooks· Environmental Science
distilled prediction:candidate · noneconsensus · none
137
citations
afffundunlabeled
The Cultural Evolution of Religion
2013· book-chapter· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
134
citations
aboutno affunlabeled
The Shadows of Consumption
2008· book· en· The MIT Press eBooks· Energy
distilled prediction:candidate · noneconsensus · none
130
citations
aboutno affunlabeled
Environmental Regime Effectiveness
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
2016· preprint· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
122
citations
afffundunlabeled
Living Literacies
2020· book· en· The MIT Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
110
citations
fundaboutno affunlabeled
MATERIAL WITNESS
2020· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
108
citations
aboutno affunlabeled
Models of Innovation
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
2015· book· en· The MIT Press eBooks· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
75
citations
affunlabeled
Bayesian Policy Gradient Algorithms
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
2023· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
54
citations
aboutno affunlabeled
Profiling Machines
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
fundno affunlabeled
Musical Bodies, Musical Minds
2022· book· en· The MIT Press eBooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
37
citations
affunlabeled
Animal Navigation: A Synthesis
2011· book-chapter· en· The MIT Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
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