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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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Access Control and Trust
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.

619 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.
619 works in the cohort · of 4,299,418page 4 of 13

Labels cover 1 of 619 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 619 of 619 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Access Control in e-Health Portal Systems
Shuo Lu, Yuan Hong, Qian Liu, Lingyu Wang, Rachida Dssouli
2007· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Discovering Services Is Not Enough
O. Andrei Dragoi, James P. Black
2004· article· en· IEEE Distributed Systems Online· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
The meta-policy information base
Andreas Polyrakis, Raouf Boutaba
2002· article· en· IEEE Network· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Puzzles about Trust
Doran Smolkin
2008· article· en· The Southern Journal of Philosophy· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Using Collective Trust for Group Formation
Thomas Largillier, Julita Vassileva
2012· book-chapter· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
A reputation mechanism for layered communities
Elodie Fourquet, Kate Larson, William B. Cowan
2006· article· en· ACM SIGecom Exchanges· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
fundno affunlabeled
Internet Computing Support for Digital Government
Brahim Medjahed, Abdelmounaam Rezgui, Athman Bouguettaya, Mourad Ouzzani
2004· book-chapter· en· Chapman & Hall/CRC computer and information science series· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
11
citations
affunlabeled
Securing medical data in smart homes
Mouhcine Guennoun, Khalil El‐Khatib
2009· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Start Here
Aaron Elliott, Scott Knight
2016· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
A Unified Conflict Resolution Algorithm
Amir H. Chinaei, Hamid R. Chinaei, Frank Wm. Tompa
2007· book-chapter· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
On the analysis of reputation for agent-based web services
Jamal Bentahar, Babak Khosravifar, Mohamed Adel Serhani, Mahsa Alishahi
2012· article· en· Expert Systems with Applications· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Prob-Cog: An Adaptive Filtering Model for Trust Evaluation
Zeinab Noorian, Stephen Marsh, Michael W. Fleming
2011· book-chapter· en· IFIP International Federation for Information Processing/IFIP· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
9
citations
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