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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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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
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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 6 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
A Description Logic Ontology for Email Phishing
Franklin Tchakounté, Djeguedem Molengar, Justin Moskolaï Ngossaha
2020· article· en· DergiPark (Istanbul University)· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
The Phishing Hook: Issues and Reality
Qinyu Liao, Xin Luo
2004· article· en· The Journal of Internet Banking and Commerce· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
An Intelligent Prediction of Phishing URLs Using ML Algorithms
Lohith Ranganatha Reddy Kandula, T. Jaya Lakshmi, Kalavathi Alla, Rohit Chivukula
2022· article· en· International Journal of Safety and Security Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affno abstractunlabeled
Child hunger in Canada
2001· article· en· Europe PMC (PubMed Central)· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
fundno affunlabeled
Estimating the Credibility of Examples in Automatic Document Classification
João Palotti, Thiago Salles, Gisele L. Pappa, Filipe de Lima Arcanjo, Marcos André Gonçalves, Wagner Meira
2010· article· en· Cadernos de Linguística e Teoria da Literatura (Universidade Federal de Minas Gerais)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
4
citations
aboutno affunlabeled
Meta Learning for Enhanced Web Security Against Malicious URLs
Sanskriti Sanjay Kumar Singh, V. K. Narayana Menon, S. A. Sajidha, V. M. Nisha, Sheik Abdullah A, M. Nivedita +1 more
2023· preprint· en· Research Square· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
4
citations
affno abstractunlabeled
An Empirical Analysis of Risk Aversion in Malware Infections
Jude Jacob Nsiempba, Fanny Lalonde Lévesque, Nathalie de Marcellis-Warin, José M. Fernandez
2018· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
afffundno abstractunlabeled
A Taxonomy of Security as a Service
Marwa Elsayed, Mohammad Zulkernine
2018· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
PEEP- Privacy Enforcement in Email Project.
Narjès Boufaden, William Elazmeh, Stan Matwin, Nathalie Japkowicz
2005· article· en· Conference on Privacy, Security and Trust· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Generating Phishing Emails Using Graph Database
Nasim Maleki, Ali A. Ghorbani
2019· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
affunlabeled
An Automation of Mail Channels
Nicholas M. Boers, Paweł Gburzyński
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Consumer Transactions on the Web
Gulnar Ali, Kin Fun Li
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Individual Processing of Phishing Emails
Aymen Hamoud, Esma Aı̈meur, Mohamed Benmohammed
2022· article· en· International Journal of Security and Privacy in Pervasive Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Parsing millions of URLs per second
Yagiz Nizipli, Daniel Lemire
2023· article· en· Software Practice and Experience· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Lures for Money
Noshaba Nasir, Faqia Iqbal, Mahnoor Zaheer, Mariam Shahjahan, Mobin Javed
2022· article· en· Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Checking Method for Fake News to Avoid the Twitter Effect
Téo Orthlieb, Hamdi Ben Abdessalem, Claude Frasson
2021· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
affno abstractunlabeled
Opinion Spam Detection with Attention-Based LSTM Networks
Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim
2023· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations

How this was built: Screen · Findings · About