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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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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.

262 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
262 works in the cohort · of 4,299,418page 1 of 6

Labels cover 262 of 262 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 262 of 262 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractgemma · metaresearchgpt · scholarly_communication+open_sciencemodels split
An international registry of systematic-review protocols
2010· article· en· The Lancet· Decision Sciences
distilled prediction:candidate · metaresearch+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
521
citations
affgemma · metaresearch+open_sciencegpt · scholarly_communication+open_sciencemodels split
The TRUST Principles for digital repositories
2020· article· en· Scientific Data· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
390
citations
affno abstractgemma · open_science+scholarly_communicationgpt · open_sciencemodels split
Satellites: Make Earth observations open access
2014· article· en· Nature· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
241
citations
afffundno abstractgemma · open_sciencegpt · open_science+scholarly_communicationmodels split
Open access chemical and clinical probes to support drug discovery
2009· article· en· Nature Chemical Biology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
132
citations
affaboutgemma · open_sciencegpt · scholarly_communicationmodels split
Open access: a giant leap towards bridging health inequities
2009· article· en· Bulletin of the World Health Organization· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
40
citations
afffundvenueaboutgemma · scholarly_communication+open_sciencegpt · scholarly_communication+open_sciencemodels split
The oligopoly’s shift to open access publishing
2022· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
34
citations
affgemma · metaresearch+open_sciencegpt · metaresearch+scholarly_communication+open_sciencemodels split
Clinical Trial Data Sharing for COVID-19–Related Research
2021· article· en· Journal of Medical Internet Research· Medicine
distilled prediction:candidate · metaresearch+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science
32
citations
afffundgemma · metaresearch+open_sciencegpt · metaresearch+open_science+scholarly_communicationmodels split
Sharing Data and Results in Ethnographic Research: Why This Should Not Be an Ethical Imperative
2007· article· en· Journal of Empirical Research on Human Research Ethics· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+sts+research_integrity
30
citations
affgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometrics+open_sciencemodels split
Incorporating data sharing to the reward system of science
2017· article· en· Aslib Journal of Information Management· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
27
citations
affgemma · metaresearchgpt · metaresearch+open_sciencemodels split
Challenges to complete and useful data sharing
2017· letter· en· Trials· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch+research_integrity
24
citations
fundno affgemma · open_sciencegpt · insufficient_payloadmodels split
Open exploration
2020· article· en· eLife· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
23
citations
afffundgemma · metaresearch+open_sciencegpt · open_sciencemodels split
Guilt-free data reuse
2017· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
20
citations
fundno affgemma · open_science+stsgpt · scholarly_communication+open_sciencemodels split
The Social Dynamics of Open Data
2017· book· en· African Minds eBooks· Decision Sciences
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · open_science
17
citations
fundvenueno affgemma · open_sciencegpt · open_sciencemodels split
User Centred Methods for Measuring the Value of Open Data
2016· article· en· The Journal of Community Informatics· Decision Sciences
distilled prediction:candidate · metaresearch+open_scienceconsensus · metaresearch
17
citations
venueno affgemma · scholarly_communication+open_sciencegpt · scholarly_communicationmodels split
Traditional versus Open Access Scholarly Journal Publishing: An Economic Perspective
2017· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+scholarly_communication+open_science
16
citations

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