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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.

288 results · 1 filter active ·
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20052025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
288 works in the cohort · of 4,299,418page 6 of 6

Labels cover 0 of 288 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 288 of 288 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Architectural Deep Dive into Large Language Models
Alaa Ghabi, Habib Hamam
2025· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
AI Applications for General Well-Being
Soumi Majumder, Nilanjan Dey
2025· book-chapter· en· Studies in computational intelligence· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Case Studies and Global Best Practices
Soumi Majumder, Nilanjan Dey
2025· book-chapter· en· Studies in computational intelligence· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
AI Technologies Driving Wellness Transformation
Soumi Majumder, Nilanjan Dey
2025· book-chapter· en· Studies in computational intelligence· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
AI for Work–Life Harmony
Soumi Majumder, Nilanjan Dey
2025· book-chapter· en· Studies in computational intelligence· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Fuzzy Introductory Concepts
Farhad Hosseinzadeh Lotfı, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour GhalehJough
2023· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Chord Analysis Using Ensemble Constraints
David Gerhard, Xinglin Zhang
2010· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Elementary Net Systems
Ryszard Janicki, Jetty Kleijn, Maciej Koutny, Łukasz Mikulski
2022· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
H. R. Tizhoosh, Mario Ventresca
2008· book-chapter· en· Studies in computational intelligence· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Conclusions
Soumi Majumder, Nilanjan Dey
2025· book-chapter· en· Studies in computational intelligence· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Livestock Management Monitoring with AI
Kanakaprabha, KR Latha
2025· book-chapter· en· Studies in computational intelligence· Veterinary
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Ethical Considerations and Challenges
Soumi Majumder, Nilanjan Dey
2025· book-chapter· en· Studies in computational intelligence· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Data Integration Challenges in AI-Infused Healthcare Metaverse
Adetoye Adeyemo, Oluwafemi S. Ajibola, Abidemi Emmanuel Adeniyi, Samseedeen Dare Olayiwola, Adeyinka Oluwabusayo Abiodun, Olujoba James Adegboye
2025· book-chapter· en· Studies in computational intelligence· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
AI and Organizational Wellness Culture
Soumi Majumder, Nilanjan Dey
2025· book-chapter· en· Studies in computational intelligence· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Small Number of Communities in Twitter Keyword Networks
Linda Abraham, Anthony Bonato, Alexander Nazareth
2022· preprint· en· Studies in computational intelligence· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Factors Affecting Peritoneal Dialysis Dose
Karen CY To, K. Scott Brimble
2012· book-chapter· en· Studies in computational intelligence· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Inferring Trader’s Behavior from Prices
Louis Charbonneau, Nawwaf Kharma
2010· book-chapter· en· Studies in computational intelligence· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About