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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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Gates Open Research
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Retraction
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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.

95 results · 1 filter active ·
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20172025
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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.
95 works in the cohort · of 4,299,418page 1 of 2

Labels cover 3 of 95 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 95 of 95 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
An open toolkit for tracking open science partnership implementation and impact
E. Richard Gold, Sarah E. Ali‐Khan, Liz Allen, Lluís Ballell, Manoel Barral‐Netto, David L. Carr +34 more
2019· preprint· en· Gates Open Research· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
23
citations
afffundunlabeled
Visualizing data: Trends in smoking tobacco prices and taxes in India
G. Emmanuel Guindon, Tooba Fatima, David X. Li, Alexandra Joukova, Jitender Sudhir, Sujata Mishra +2 more
2019· preprint· en· Gates Open Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
20
citations
affgemma · no categorygpt · no categorymodels agree
The Childhood Acute Illness and Nutrition (CHAIN) network nested case-cohort study protocol: a multi-omics approach to understanding mortality among children in sub-Saharan Africa and South Asia
James M. Njunge, Kirkby D. Tickell, Abdoulaye Hama Diallo, Abu Sadat Mohammad Sayeem Bin Shahid, Md. Amran Gazi, Ali Faisal Saleem +46 more
2022· preprint· en· Gates Open Research· Nursing
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · none
14
citations
affunlabeled
A multi-center, adaptive, randomized, platform trial to evaluate the effect of repurposed medicines in outpatients with early coronavirus disease 2019 (COVID-19) and high-risk for complications: the TOGETHER master trial protocol
Gilmar Reis, Eduardo Augusto dos Santos Moreira Silva, Daniela Carla Medeiros Silva, Kristian Thorlund, Lehana Thabane, Gordon Guyatt +9 more
2021· preprint· en· Gates Open Research· Medicine
distilled prediction:candidate · metaresearchconsensus · metaresearch
12
citations
affunlabeled
An open toolkit for tracking open science partnership implementation and impact
E. Richard Gold, Sarah E. Ali‐Khan, Liz Allen, Lluís Ballell, Manoel Barral‐Netto, David L. Carr +34 more
2019· preprint· en· Gates Open Research· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
9
citations
affunlabeled
The Childhood Acute Illness and Nutrition (CHAIN) network nested case-cohort study protocol: a multi-omics approach to understanding mortality among children in sub-Saharan Africa and South Asia
James M. Njunge, Kirkby D. Tickell, Abdoulaye Hama Diallo, Abu Sadat Mohammad Sayeem Bin Shahid, Md. Amran Gazi, Ali Faisal Saleem +46 more
2022· preprint· en· Gates Open Research· Nursing
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · none
7
citations
affunlabeled
How can we make better health decisions: a Best Buy for all?
Niki O’Brien, Ryan Li, Wanrudee Isaranuwatchai, Saudamini Vishwanath Dabak, Amanda Glassman, Anthony J. Culyer +1 more
2020· preprint· en· Gates Open Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaresearch
6
citations
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