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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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Advanced Bandit Algorithms Research
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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.

436 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.
436 works in the cohort · of 4,299,418page 6 of 9

Labels cover 1 of 436 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 436 of 436 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Comparator-adaptive Convex Bandits
2020· article· en· arXiv (Cornell University)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Markov Multi-armed Bandit
2016· book-chapter· en· Wireless networks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
fundno affunlabeled
Robust and Adaptive Planning under Model Uncertainty
2019· preprint· en· Proceedings of the International Conference on Automated Planning and Scheduling· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Matroid Bayesian Online Selection
2024· book-chapter· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affunlabeled
Contextual Bandits
2020· book-chapter· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
On Local Regret
2012· preprint· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Index
2020· paratext· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Thompson Sampling
2020· book-chapter· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
A Bayesian two‐armed bandit model
2018· article· en· Applied Stochastic Models in Business and Industry· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Online Learning with Variable Stage Duration
2006· book-chapter· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
An Economic Model of Induction
2013· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
The Explore-Then-Commit Algorithm
2020· book-chapter· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Fiduciary Bandits
2020· article· en· International Conference on Machine Learning· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
The Exp3-IX Algorithm
2020· book-chapter· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
fundno affunlabeled
Strategies in the multi-armed bandit
2025· article· en· Experimental Economics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About