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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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Scientific Computing and Data Management
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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.

2,034 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.
2,034 works in the cohort · of 4,299,418page 14 of 41

Labels cover 13 of 2,034 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 2,034 of 2,034 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Towards Automated Variability-Aware Machine-Learning-Based Modeling Analysis
Cristina Tavares, Nathalia Nascimento, Paulo Alencar, Donald Cowan
2021· article· en· 2021 IEEE International Conference on Big Data (Big Data)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Editorial: Special Issue on Reproducibility and Replicability
Alicia L. Carriquiry, Michael J. Daniels, Nancy Reid
2023· editorial· en· Statistical Science· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch
1
citations
affunlabeled
kieranrcampbell/snvworkflow: paper-analysis-version
Kieran Campbell
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affunlabeled
Reproducible Data Analysis Pipelines for Precision Medicine
Bjørn Fjukstad, Vanessa Dumeaux, Michael Hallett, Lars Ailo Bongo
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_scienceconsensus · metaresearch+open_science
1
citations
affno abstractunlabeled
Visualising Game Engine Subsystem Coupling Patterns
Gabriel C. Ullmann, Yann‐Gaël Guéhéneuc, Fábio Petrillo, Nicolas Anquetil, Cristiano Politowski
2023· book-chapter· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Thank You to Our 2023 Peer Reviewers
Harihar Rajaram, Anantha Aiyyer, Suzana J. Camargo, Christopher D. Cappa, A. J. Dombard, Kathleen Donohue +27 more
2024· article· en· Geophysical Research Letters· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Software Engineering and Computational Science
Greg Wilson, Andrew Lumsdaine
2009· article· en· Computing in Science & Engineering· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
The Impact Threat and Public Perception
P. W. Chodas
2000· article· en· Journal of the Royal Astronomical Society of Canada· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Visual workflow interfaces for editorial processes
Luciano Frizzera, Milena Radzikowska, George H. Roeder, Ernesto Peña, Teresa Dobson, Stan Ruecker +2 more
2013· article· en· Literary and Linguistic Computing· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
1
citations
affunlabeled
eChem: A notebook exploration of quantum chemistry
Thomas Fransson, Mickaël G. Delcey, Iulia Emilia Brumboiu, Manuel Hodecker, Xin Li, Žilvinas Rinkevičius +3 more
2023· preprint· en· ChemRxiv· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Building applications for interactive data exploration in systems biology
Bjørn Fjukstad, Vanessa Dumeaux, Karina Standahl Olsen, Michael Hallet, Eiliv Lund, Lars Ailo Bongo
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
1
citations
venueno affno abstractunlabeled
Reassuring End Users Of Open Source: The OSGeo Example
Tyler Mitchell
2009· article· en· ˜The œopen source business resource· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · open_science
1
citations
affgemma · open_sciencegpt · open_sciencemodels split
Building, Sustaining, and Growing Multidisciplinary, Multi-Departmental Partnerships to Teach Open Science Tools
Cody Hennesy, Caitlin Bakker, Nicholas J. H. Dunn, David Naughton, Franklin Sayre, Stacie Traill
2022· book-chapter· en· Advances in library and information science (ALIS) book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · sts+scholarly_communication
1
citations
affunlabeled
Software as a first-class citizen in research
Leyla Jael Castro, Michelle Barker, Neil Chue Hong, Fotis Psomopoulos, Jennifer Harrow, Daniel S. Katz +3 more
2020· article· en· Edinburgh Research Explorer (University of Edinburgh)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+insufficient_payloadconsensus · metaresearch
1
citations
affunlabeled
Think, Do, and Communicate Environmental Science
Tara Ivanochko
2021· book· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
1
citations
affunlabeled
Creating reproducible pharmacogenomic analysis pipelines
Anthony Mammoliti, Petr Smirnov, Zhaleh Safikhani, Wail Ba-Alawi, Benjamin Haibe‐Kains
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Retrogfn: Diverse and Feasible Retrosynthesis Using Gflownets
Piotr Gaiński, Michał Koziarski, Krzysztof Maziarz, Marwin Segler, Jacek Tabor, Marek Śmieja
2024· preprint· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
1
citations
affunlabeled
A BLAST from the past: revisiting blastp’s E-value
Yang Young Lu, William Stafford Noble, Uri Keich
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
1
citations
affunlabeled
Author Correction: A consensus-based transparency checklist
Balázs Aczél, Barnabás Szászi, Alexandra Sarafoglou, Zoltán Kekecs, Šimon Kucharský, Daniel J. Benjamin +61 more
2019· article· en· Nature Human Behaviour· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Network in Belle II
Silvio Pardi
2020· article· en· EPJ Web of Conferences· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About