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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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Gun Ownership and Violence Research
Retraction
Abstract
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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.

520 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.
520 works in the cohort · of 4,299,418page 1 of 11

Labels cover 1 of 520 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 520 of 520 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Global Mortality From Firearms, 1990-2016
Mohsen Naghavi, Laurie B. Marczak, Michael Kutz, Katya Anne Shackelford, Megha Arora, Molly K. Miller-Petrie +161 more
2018· article· en· JAMA· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
369
citations
affunlabeled
Mass Murder, Mental Illness, and Men
Michael H. Stone
2015· article· en· Violence and Gender· Social Sciences
distilled prediction:candidate · noneconsensus · none
58
citations
fundno affunlabeled
School shootings during 2013–2015 in the USA
Bindu Kalesan, Kinan Lagast, Marcos D Villarreal, Elizabeth C. Pino, Jeffrey Fagan, Sandro Galea
2016· article· en· Injury Prevention· Social Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
The Violent Crime Linkage Analysis System
Brent Snook, Kirk Luther, John C. House, Craig Bennell, Paul Taylor
2012· article· en· Criminal Justice and Behavior· Social Sciences
distilled prediction:candidate · stsconsensus · none
42
citations
affno abstractunlabeled
We need to treat gun violence like an epidemic.
John Hickner
2018· editorial· en· PubMed· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
30
citations
affaboutunlabeled
The illicit firearms trade in North America
Philip J. Cook, Wendy Cukier, Keith Krause
2009· article· en· Criminology & Criminal Justice· Social Sciences
distilled prediction:candidate · noneconsensus · none
30
citations
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