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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.

594 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.
594 works in the cohort · of 4,299,418page 7 of 12

Labels cover 1 of 594 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 594 of 594 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Pedestrian Physical-Distancing Strategies During COVID-19
Georgette Edwina Greenslade, Carolyn MacGregor, Ai Ching Chang
2021· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Blockchain-Driven Cloud Service: A Survey
Hamed Taherdoost
2023· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
How Mature is m-Learning in an Educational Institution?
Muasaad Alrasheedi, Luiz Fernando Capretz
2025· book-chapter· en· Lecture notes in networks and systems· Decision Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Area Optimized Architectures for Galois Counter Mode
Jithra Adikari, M. Anwar Hasan, Christophe Négre, Pujan H. Patel
2025· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
ESCA: Embedded System Configuration Assistant
Akramul Azim, Nayreet Islam
2023· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Knowledge Building to Enhance Collective Student Efficacy
Verónica Segarra-Faggioni, Audrey Romero-Peláez
2025· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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