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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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ACM Transactions on Information Systems
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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.

57 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.
57 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 57 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 57 of 57 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Measuring praise and criticism
2003· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
1,509
citations
fundno affunlabeled
Dynamic lightweight text compression
2010· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affunlabeled
TopPRF
2016· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affunlabeled
Time-Aware Click Model
2016· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affunlabeled
Assessing Top- Preferences
2021· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
25
citations
affunlabeled
Trust Prediction via Belief Propagation
2014· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
A Survey of Conversational Search
2025· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
OutdoorSent
2020· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Question Answering in Knowledge Bases
2019· article· en· ACM Transactions on Information Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
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How this was built: Screen · Findings · About