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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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Recommender Systems and Techniques
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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.

849 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.
849 works in the cohort · of 4,299,418page 1 of 17

Labels cover 1 of 849 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 849 of 849 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Probabilistic Matrix Factorization
2007· article· en· Neural Information Processing Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
3,578
citations
affunlabeled
<i>TrustWalker</i>
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
770
citations
affunlabeled
To explain or not to explain
2019· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
147
citations
aboutno affunlabeled
We know what you want to buy
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
136
citations
affunlabeled
CommunityCommands
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
123
citations
affunlabeled
ETF
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
95
citations
affunlabeled
HeteroMF
2013· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
86
citations
afffundno abstractunlabeled
A utility-based news recommendation system
2018· article· en· Decision Support Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
84
citations
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How this was built: Screen · Findings · About