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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
fundfunder
venuejournal
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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 14 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.

affgemma · scholarly_communication+open_sciencegpt · scholarly_communicationmodels split
Preprint servers in lipidology: current status and future role.
Shehan D. Perera, Ayana D. Muleta, Caitlyn Vlasschaert, Robert A. Hegele
2022· article· en· PubMed· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Wyrd Ecology
2021· dissertation· en· UWSpace (University of Waterloo)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
American Hornbeam
2011· article· The Keep (Eastern Illinois University)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Editorial: Vox Populi?
George H. Buck
2004· editorial· en· Alberta Journal of Educational Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
0
citations
fundno affunlabeled
Abstracts From the IFESS 2025 Conference
2025· article· en· Artificial Organs· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Full Issue 10(3)
2007· other· Digital Commons - University of South Florida (University of South Florida)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
venueno affunlabeled
Call for Applicants for EBLIP Journal: Lead Copyeditor
Editorial Team
2025· article· en· Evidence Based Library and Information Practice· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
0
citations
venueno affunlabeled
NS-AUA 2023 Annual Meeting Abstracts – Basic Science
Editor CUAJ
2023· article· en· Canadian Urological Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
0
citations
aboutno affno abstractunlabeled
Second quarter 2023
2023· article· en· Oil and Energy Trends· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Citizen Science talent programme 2022
2023· book· en· University of Southern Denmark Research Portal (University of Southern Denmark)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Reflection on <i>MIE</i> ’s anniversary
Joseph Flessa
2020· article· en· Management in Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
General Lab Policies October 2017
Julia Van de Vondervoort, Enda Tan, J. Kiley Hamlin, Julia Mermier
2017· article· en· OSF Preprints (OSF Preprints)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
venueno affno abstractunlabeled
Charting Our Future Together
2025· article· en· Canadian Journal of Cardiology· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introducing the Hybrid Access Publication Model for <i>Plastic Surgery</i>
Sophocles H. Voineskos, Jugpal S. Arneja, Marija Bucevska, Mirko S. Gilardino, Alyssa Venezia, Achilleas Thoma
2022· editorial· en· Plastic Surgery· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch
0
citations
venueno affunlabeled
Actively holding the line
Kirsten Patrick
2025· editorial· en· Canadian Medical Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
0
citations
affaboutunlabeled
Open Notebook Workshop at the Neuro, McGill University 2018/12/14
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affvenueno abstractunlabeled
Sustainable Publishing &amp; Climate Crisis
Demilade Oyatemi
2025· article· en· Imaginations Journal of Cross-Cultural Image Studies· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · scholarly_communication
0
citations
fundno affunlabeled
Análises da gordura suína para produção de biodiesel
2018· other· pt· Repositório Digital Institucional da UFPR (Universidade Federal do Paraná)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affunlabeled
NPA_ref_20200729
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
New online medical journal challenges conventions
Tim Lougheed
2004· article· en· Canadian Medical Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
50. Peer community in animal science: a free open science publication model
Rafael Muñoz‐Tamayo, K.B. Barragán-Fonseca, Mohammed Gagaoua, R. Gervais, Florence Gondret, François Meurens +3 more
2025· article· en· Animal - science proceedings· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_scienceconsensus · metaresearch+sts+scholarly_communication+open_science
0
citations
affunlabeled
IMGEO2_2018158_DEV2_JKB2t_Y83a.txt
2024· dataset· en· Texas Digital Library (University of Texas)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
0
citations
affunlabeled
Editorial 2023: A Year of New Possibilities
Yaow-Ming Chen, Yunwei Li
2022· editorial· en· IEEE Transactions on Power Electronics· Decision Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
aboutno affno abstractunlabeled
SSENSE Montreal, 2015-2018, Montreal (Canadá)
David Chipperfield
2018· article· es· AV: Monografías· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
And in the middle?
Ken Tapping
2006· article· en· NPARC· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About