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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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Spam and Phishing Detection
Retraction
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

516 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.
516 works in the cohort · of 4,299,418page 2 of 11

Labels cover 1 of 516 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 516 of 516 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
SONAR
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
58
citations
afffundunlabeled
A billion keys, but few locks
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
58
citations
affunlabeled
On-line spam filter fusion
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
POISED
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Adaptive filtering of spam
2004· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Itrustpage
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Link spam target detection using page farms
2009· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
venueno affunlabeled
Online Frauds in Banks with Phishing
2007· article· en· The Journal of Internet Banking and Commerce· Computer Science
distilled prediction:candidate · noneconsensus · none
31
citations
aboutno affno abstractunlabeled
Business email compromise (BEC) attacks
2021· article· en· Materials Today Proceedings· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
29
citations
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How this was built: Screen · Findings · About