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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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Academic Publishing and Open Access
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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.

1,650 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.
1,650 works in the cohort · of 4,299,418page 26 of 33

Labels cover 37 of 1,650 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 1,650 of 1,650 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.

aboutno affunlabeled
Our memories of #SSP2016
April Ondis
2016· preprint· en· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Open Science Beers YVR
Alice Fleerackers
2018· preprint· en· Decision Sciences
machine prediction:candidate · open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Another Successful PKP Conference!
Alejandra Casas Niño de Rivera
2017· article· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Another Successful PKP Conference!
Alejandra Casas Niño de Rivera
2017· preprint· en· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
PKP 2017 Conference – Save the Date
Alejandra Casas Niño de Rivera
2016· article· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
STM response to draft CIHR policy
Peter Suber
2006· preprint· en· Decision Sciences
machine prediction:candidate · metaresearch+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Find me at ICHG!
Stephen Turner
2011· preprint· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
RECASP Back Catalogue Now in Full-Text HTML
Blair Fix
2021· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
IATUL presentations now online
Peter Suber
2005· preprint· en· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
PKP Scholarly Publishing presentations
Peter Suber
2007· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OJS, OMP, and OPS 3.3 Release Candidates
Alejandra Casas Niño de Rivera
2020· article· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
The freedom to publish
Peter Suber
2004· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
PKP 2017 Sprint Report: Open Typesetting Stack
Alejandra Casas Niño de Rivera
2017· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
SSHRC seeks public comment on OA
Peter Suber
2005· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
PKP 2017 – Call for Proposals Now Open!
Alejandra Casas Niño de Rivera
2017· article· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
OA publishing fund at U of Calgary
Peter Suber
2008· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
PKP 2015 Conference overview
Alejandra Casas Niño de Rivera
2015· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Open Science Beers YVR
2018· article· Decision Sciences
machine prediction:candidate · open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OA journal seminar
Peter Suber
2006· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
PKP 2017 Conference – Save the Date
Alejandra Casas Niño de Rivera
2016· preprint· en· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About