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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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Philosophy of Science
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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.

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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.

129 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.
129 works in the cohort · of 4,299,418page 2 of 3

Labels cover 1 of 129 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 129 of 129 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
The Dynamics of Retraction in Epistemic Networks
Travis LaCroix, Anders Geil, Cailin O’Connor
2020· article· en· Philosophy of Science· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Λ and the Limits of Effective Field Theory
Adam Koberinski, Chris Smeenk
2022· article· en· Philosophy of Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Probability and Symmetry
Paul Bartha, Richard Johns
2001· article· en· Philosophy of Science· Mathematics
distilled prediction:candidate · stsconsensus · none
13
citations
affunlabeled
The Pitfalls of Microphysical Realism
Muhammad Ali Khalidi
2011· article· en· Philosophy of Science· Psychology
distilled prediction:candidate · stsconsensus · none
13
citations
affunlabeled
Blurring Out Cosmic Puzzles
Yann Benétreau-Dupin
2015· article· en· Philosophy of Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Two Notions of Ecological Function
Antoine C. Dussault
2022· article· en· Philosophy of Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
fundno affunlabeled
Animal Culture and Animal Welfare
Simon Fitzpatrick, Kristin Andrews
2022· article· en· Philosophy of Science· Veterinary
distilled prediction:candidate · stsconsensus · none
8
citations
affunlabeled
Money Pumps
Jordan Howard Sobel
2001· article· en· Philosophy of Science· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
6
citations
affunlabeled
Infrared Cancellation and Measurement
M. Miller
2021· article· en· Philosophy of Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
NERD and Norms: Framework and Experiments
Peter Danielson, Alex Mesoudi, Roger Stanev
2008· article· en· Philosophy of Science· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
affunlabeled
Prospects for Analogue Confirmation
Paul Bartha
2022· article· en· Philosophy of Science· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Horgan and Tienson on Ceteris Paribus Laws
Marcello Guarini
2000· article· en· Philosophy of Science· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
5
citations
affunlabeled
Dark Energy or Modified Gravity?
Chris Smeenk, James Owen Weatherall
2023· article· en· Philosophy of Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
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