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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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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
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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 3 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
DCM bandits: learning to rank with multiple clicks
2016· article· en· International Conference on Machine Learning· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
15
citations
affunlabeled
PORTFOLIO SELECTION AND ONLINE LEARNING
2008· article· en· International Journal of Uncertainty Fuzziness and Knowledge-Based Systems· Decision Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
Feature-Based Inventory Control with Censored Demand
2024· article· en· Manufacturing & Service Operations Management· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
13
citations
affunlabeled
The Forget-me-not Process
2016· article· en· Neural Information Processing Systems· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
12
citations
affunlabeled
Learning Product Rankings Robust to Fake Users
2022· article· en· Operations Research· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Learning While Experimenting
2019· article· en· The Economic Journal· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
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How this was built: Screen · Findings · About