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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.

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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International Journal of Approximate Reasoning
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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
fundfunder
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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.

139 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.
139 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 139 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 139 of 139 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Does non-correlation imply non-causation?
Eric Neufeld, Sonje Kristtorn
2006· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Reference classes and relational learning
Michael Chiang, David Poole
2011· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
afffundno abstractunlabeled
Decision making with imprecise parameters
Aslı Çelikyılmaz, İ.B. Türkşen
2010· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
Prospect utility with hyperbolic tangent function
Patrick Adjei, Santiago Gomez-Rosero, Miriam A. M. Capretz
2025· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
On Fast arc-reversal
Cory J. Butz, Anders L. Madsen, Jhonatan S. Oliveira
2025· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Hierarchical models as marginals of hierarchical models
Guido Montúfar, Johannes Rauh
2016· preprint· en· International Journal of Approximate Reasoning· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Editorial: Uncertain reasoning FLAIRS 2011
Laurent Perrussel, Cory J. Butz
2013· editorial· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Performance fees and hedge fund return dynamics
Serge Darolles, Christian Gouriéroux
2015· article· en· International Journal of Approximate Reasoning· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial
Marek Reformat, Michael R. Berthold
2010· editorial· en· International Journal of Approximate Reasoning· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · research_integrity
0
citations
afffundno abstractunlabeled
Abnormality and randomness
Eric Neufeld
2011· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
On some generalization of rough sets
Ryszard Janicki
2023· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial
Gabriele Kern-Isberner, Dan Wu
2006· editorial· en· International Journal of Approximate Reasoning
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
afffundno abstractunlabeled
Towards a geometry of imprecise inference
Miķelis Bickis
2016· article· en· International Journal of Approximate Reasoning· Mathematics
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial
Yang Xiang, Salem Benferhat
2003· editorial· en· International Journal of Approximate Reasoning
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
0
citations

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