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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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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 27 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
SFU Sprint Report #4: Crossref Integration
Alejandra Casas Niño de Rivera
2019· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
PKP 2017 Sprint – Call for Topics
Alejandra Casas Niño de Rivera
2017· article· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Looking Ahead: 2022–2035 and Beyond
Yingmin Zhao, Arthur J. Hanson
2023· book-chapter· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Science 2.0 in Toronto – MaRS Centre 29 July
Cameron Neylon
2009· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OJS Training Workshop at McMaster University
Alejandra Casas Niño de Rivera
2015· article· Decision Sciences
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
PKP Fall Sprint 2016 – Fredericton
Alejandra Casas Niño de Rivera
2016· article· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
PKP 2017 – Call for Proposals Now Open!
Alejandra Casas Niño de Rivera
2017· preprint· en· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Letter on open data
Peter Suber
2007· preprint· en· Decision Sciences
machine prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
Ten Simple Rules for Post-Pandemic Preprinting
Michele Avissar-Whiting, Ramy K. Aziz, Soham Bandyopadhyay, Julie Blommaert, Munyaradzi Dimairo, Carole Lunny +4 more
2022· preprint· en· Decision Sciences
machine prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch
0
citations
aboutno affunlabeled
PKP 2017 – Call for Proposals EXTENDED!
Alejandra Casas Niño de Rivera
2017· article· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
The promise of community-driven preprints in ecology and evolution
Daniel W. A. Noble, Zoe A. Xirocostas, Nicholas C. Wu, April Robin Martinig, Rafaela Almeida, Kevin R. Bairos‐Novak +59 more
2024· preprint· en· Decision Sciences
machine prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
O is for open Access
Peter Suber
2007· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
October First Monday
Peter Suber
2007· preprint· en· Decision Sciences
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affgemma · metaresearch+bibliometrics+research_integritygpt · metaresearch+bibliometrics+research_integritymodels split
Enhancing Citation Integrity through Bibliometrics
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
machine prediction:candidate · metaresearch+bibliometricsconsensus · none
0
citations
affunlabeled
Download full issue
Stuart J. Murray
2016· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Introduction
Hector Mackenzie
2017· article· en· London Journal of Canadian Studies· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
From JIBC Publisher and Editor-in-Chief
Nahum Goldmann, Gord Jenkins
2004· article· en· The Journal of Internet Banking and Commerce· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
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