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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.

2,034 results · 1 filter active ·
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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 10 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
litrl/litrl_code: Litrl Browser Experimental 0.14.0.0 Public
Victoria L. Rubin, Chris Brogly, Nadia Conroy, Yimin Chen, Sarah Cornwell, Toluwase Asubiaro
2019· article· en· Figshare· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
fundno affunlabeled
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
Hao Tang, Keya Hu, Jin Zhou, Sicheng Zhong, Wei-Long Zheng, Xujie Si +1 more
2024· preprint· en· arXiv (Cornell University)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
P-hacking in Top-Tier Management Journals
Joel A. C. Baum, Philip Bromiley
2019· article· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
3
citations
afffundaboutunlabeled
Approaches to R education in Canadian universities
Michael A. Carson, Nathan Basiliko
2016· preprint· en· F1000Research· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
3
citations
afffundvenueunlabeled
Registry Data Storage and Curation
Megan Johnston, Craig Campbell, R. Anna Hayward, Mark Lowerison, Vanessa K. Noonan, Ted Pfister +8 more
2013· review· fr· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+sts
3
citations
affunlabeled
What's New at <i>JGR‐Oceans</i>? Confronting Bias, Burn Out, and Big Data
Lisa M. Beal, Laurie Padman, Lei Zhou, Arvind Singh, D. P. Chambers, Marjorie A. M. Friedrichs +11 more
2022· article· en· Journal of Geophysical Research Oceans· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch
3
citations
affunlabeled
PROJECTS BASED ON THE WEB PROCESSING SERVICE FRAMEWORK BIRDHOUSE
Carsten Ehbrecht, Thomas Landry, Nils Hempelmann, David Huard, Stephan Kindermann
2018· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
3
citations
affunlabeled
OpenMRS Analytics Engine: A FHIR Based Approach
Allan Kimaina, Jonathan Dick, Bashir Sadjad
2022· article· en· Studies in health technology and informatics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Some steps to improve software information
Albert Heinle, Wolfram Koepf, Wolfram Sperber
2017· article· en· ACM communications in computer algebra· Decision Sciences
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · open_science
3
citations
affunlabeled
MIADE metadata guidelines: Minimum Information About a Disorder Experiment
Bálint Mészáros, András Hatos, Nicolás Palópoli, Federica Quaglia, Edoardo Salladini, Kim Van Roey +19 more
2022· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
3
citations
affunlabeled
SHARE & The Semantic Web - This Time it's Personal!
Benjamin P. Vandervalk, Erin McCarthy, Mark D. Wilkinson
2010· article· en· OWL: Experiences and Directions· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
An agenda-setting paper on data sharing platforms: euCanSHare workshop
Thijs Devriendt, Clemens Ammann, Folkert W. Asselbergs, Alexander Bernier, Rodrigo Costas, Matthias G. Friedrich +15 more
2021· article· en· Open Research Europe· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
3
citations
affunlabeled
PERFICT: a Re-imagined Foundation for Predictive Ecology
Eliot J. B. McIntire, Alex M Chubaty, Steve Cumming, David Andison, Ceres Barros, Céline Boisvenue +4 more
2021· preprint· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
3
citations
affunlabeled
<i>Euclid</i> preparation
Pierluigi Monaco, Gabriele Parimbelli, M.Y Elkhashab, J. Salvalaggio, T. Castro, M.D Lepinzan +253 more
2025· preprint· en· Astronomy and Astrophysics· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affunlabeled
A template README for social science replication packages
2022· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Creating a DH workflow in the SSH Open Marketplace
2023· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Born-Open Data for E-Prime
Denis Cousineau
2020· preprint· en· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
3
citations
fundno affunlabeled
Publishing Eurac Research data on the GEOSS Platform
Roberto Roncella, B. Ventura, Andrea Vianello, Enrico Boldrini, Mattia Santoro, P. Mazzetti +1 more
2023· article· en· Big Earth Data· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science
2
citations
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