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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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Intelligence, Security, War Strategy
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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.

566 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.
566 works in the cohort · of 4,299,418page 4 of 12

Labels cover 0 of 566 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 566 of 566 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
Challenges facing Palestinian crime scene investigators
Walid Khalilia, Simon Ricard, Abd Al Latif Rabaia, Mathieu Arès, Frank Crispino
2024· article· en· Egyptian Journal of Forensic Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
ManyBabies 1: Analytic Code Archive
2023· article· en· OSF Preprints (OSF Preprints)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueaboutno affunlabeled
Tradecraft of Warning
Randolph H. Pherson
2022· article· en· The Journal of Intelligence Conflict and Warfare· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Price of Intelligence
Mark Russinovich, Ahmed Salem, Santiago Zanella-Béguelin, Yonatan Zunger
2024· article· en· Queue· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Bismarck’s Counterintelligence Crisis
James Stone
2025· article· en· Militärgeschichtliche Zeitschrift· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
Changing Nature of Intelligence Education
Stephen Marrin
2022· article· en· The Journal of Intelligence Conflict and Warfare· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
THE MEDIA AND THE WAR
Samuel Weber
2019· article· en· Surfaces· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Matthias Pohlig, Marlboroughs Geheimnis
Guido Braun
2017· article· fr· Revue de l’Institut français d’histoire en Allemagne· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
THE BATTLE OF THE SEALS
Keith P. Clive
2002· article· en· Cryptologia· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Webb's Illusions of Security
Scott Thompson
2009· article· en· Surveillance & Society· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Grid and the Village
Stephen Doheny‐Farina
2017· book· en· Yale University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Wikileaks to post diplomatic documents
2010· article· en· OpenEdition (OpenEdition)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
DELAYS HURT VANCOUVER
Leo Quigley
2001· article· en· Traffic world· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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