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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.

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.

1,650 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.
1,650 works in the cohort · of 4,299,418page 5 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Perceptions of Peer Review using Cloud-based Software
Gjoa Andrichuk
2016· article· en· Journal of educational multimedia and hypermedia· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Online Review of Manuscripts: More haste, less speed?
Stephen K. Donovan
2009· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrityconsensus · metaresearch+scholarly_communication
2
citations
venueno affunlabeled
The Impact of the COVID-19 Crisis on Scholarly Publishing in China
Yiming Wang, Zhiwu Xu, Qi Zhang
2020· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrityconsensus · metaresearch+scholarly_communication
2
citations
aboutno affgemma · metaresearch+research_integritygpt · bibliometrics+scholarly_communication+research_integritymodels split
Sibling Authors Propose Bipolar Disorder Of Publishing Biomedical Research: With MEDLINE Footprint Imploding And Retraction Footprint Fudging, Can Pursuit For PubMed® Footprint Challenge Humane Human Imprinting By Physician Scientists?
Divya Gupta, Deepak Gupta
2023· article· en· Indian Journal of Community Health· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaresearch
2
citations
affunlabeled
Data for: Unreviewed science in the news
Juan Pablo Alperín, Alice Fleerackers, Kenneth Shores
2023· dataset· en· Harvard Dataverse· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
2
citations
affno abstractunlabeled
Open Access Publishing: Breaking Pandora’s Box
Philippe Soyer, David A. Bluemke, Michael N. Patlas
2023· editorial· en· Canadian Association of Radiologists Journal· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · metaresearch+scholarly_communication+research_integrity
2
citations
affno abstractunlabeled
Order XII Propionibacteriales ord. nov.
2012· book-chapter· en· Research Portal (Queen's University Belfast)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2
citations
fundno affunlabeled
Editorial
Kevin Brophy Nigel Krauth
2013· editorial· en· TEXT· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2
citations
afffundunlabeled
Certified Random: A New Order for Co-Authorship
Debraj Ray, Arthur J. Robson
2016· preprint· en· National Bureau of Economic Research· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
2
citations
affunlabeled
D4.3 – IPSP Guidelines
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
One submission to all journals
Tim Birkhead, Robert Montgomerie
2017· letter· en· Nature· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2
citations
affunlabeled
EPOS 35th Congress Meeting
2016· article· en· Journal of Children s Orthopaedics· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
2
citations
fundno affunlabeled
2025 Late-Breaking Science Abstracts
2025· article· en· Neurology· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
2
citations
aboutno affunlabeled
Open Access is Evolving and <i>ChemistryOpen</i> is Too!
Kate Lawrence
2017· editorial· en· ChemistryOpen· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · scholarly_communication+open_science+research_integrity
2
citations
affaboutunlabeled
List of Canadian independent, scholarly journals (2020)
Jessica Lange, Sarah Severson
2021· dataset· en· Borealis· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
The good and the bad of preprint servers in plant physiology
Herbert J. Kronzucker, Quan‐Sheng Qiu, Uwe Sonnewald
2022· editorial· en· Journal of Plant Physiology· Decision Sciences
distilled prediction:candidate · metaresearch+open_science+research_integrityconsensus · none
2
citations
venueno affunlabeled
New <i>CMAJ</i> and <i>CMAJ Open</i> policy permitting preprints
Diane Kelsall
2019· editorial· en· Canadian Medical Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
2
citations
aboutno affno abstractunlabeled
First Quarter 2019 Results Conference Call
Mark Zuckerberg
2019· article· en· UWM Digital Commons (University of Wisconsin–Milwaukee)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations
afffundunlabeled
The Inter-Society Technology Panels at IMS 2022
Jasmin Grosinger, Ke Wu, Oren Eliezer, J.‐C. Chiao
2023· article· en· IEEE Microwave Magazine· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Summary of Tutorials at The Web Conference 2021
Robert West, Smriti Bhagat, Paul Groth, Marinka Žitnik, Francisco M. Couto, Pasquale Lisena +81 more
2021· article· en· Companion Proceedings of the Web Conference 2021· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
fundno affunlabeled
How and why to publish in PNAS
Alan R. Fersht
2005· article· en· Proceedings of the National Academy of Sciences· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
1
citations
affno abstractunlabeled
LIII(X)
Kenneth J. Zucker, Kelly D. Suschinsky
2024· editorial· fi· Archives of Sexual Behavior· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
1
citations
affno abstractunlabeled
A New Decade Brings New Horizons for IJSPP
Stephen S. Cheung
2025· article· en· International Journal of Sports Physiology and Performance· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
My Journey to Open Science
Guy A. Rouleau
2020· article· en· Cell· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Editorial
2021· editorial· en· Interpreting International Journal of Research and Practice in Interpreting· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · metaresearch+research_integrity
1
citations
venueno affunlabeled
Editorial: Special Issue Prato Conference
Ricardo Gomez, Larry Stillman
2011· editorial· en· The Journal of Community Informatics· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
1
citations
aboutno affunlabeled
ANNALS OF GEOPHYSICS: AD MAJORA
Fabio Florindo, Francesca Bianco, Paola De Michelis, Simona Masina, Giovanni Muscari, F. Caprara +3 more
2014· article· en· Annals of Geophysics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueno abstractunlabeled
Editorial: Emerging Technologies (March 2014)
Chris McPhee, David Hudson
2014· editorial· en· Technology Innovation Management Review· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
aboutno affunlabeled
Editorial
Nicholas Wilkinson
2016· editorial· en· Open House International· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Publication History
Peter Sabor
2017· book-chapter· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
1
citations

How this was built: Screen · Findings · About