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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.

affaffiliation
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venuejournal
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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.

2,769 results · 1 filter active ·
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20002025
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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.
2,769 works in the cohort · of 4,299,418page 32 of 56

Labels cover 6 of 2,769 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 2,769 of 2,769 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Poly-co: an unsupervised co-reference detection system
Éric Charton, Michel Gagnon, Benoı̂t Ozell
2010· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
afffundno abstractunlabeled
Investigating Citation Linkage with Machine Learning
Hospice Houngbo, Robert E. Mercer
2017· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Using Semantic Information to Answer Complex Questions
Yllias Chali, Sadid A. Hasan, Kaisar Imam
2011· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
fundno affunlabeled
Linearity of Relation Decoding in Transformer Language Models
Evan Hernandez, Arnab Sen Sharma, Tal Haklay, Kevin Meng, Martin Wattenberg, Jacob Andreas +2 more
2023· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Uncertainty Quantification for Text Classification
Dell Zhang, Murat Şensoy, Masoud Makrehchi, Bilyana Taneva-Popova
2023· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
venueno affunlabeled
NeRBERT- A Biomedical Named Entity Recognition Tagger
Manish Bali, Anandaraj Shanthi Pichandi
2023· article· fr· Revue d intelligence artificielle· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
fundno affno abstractunlabeled
Argument Retrieval from Web
Mahsa S. Shahshahani, Jaap Kamps
2020· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Correction to: An Instance Theory of Semantic Memory
Randall K. Jamieson, Johnathan E. Avery, Brendan T. Johns, Michael N. Jones
2019· article· en· Computational Brain & Behavior· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Two-Step Question Retrieval for Open-Domain QA
Yeon Seonwoo, Juhee Son, Jiho Jin, Sang‐Woo Lee, Ji‐Hoon Kim, Jung-Woo Ha +1 more
2022· article· en· Findings of the Association for Computational Linguistics: ACL 2022· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Accelerating MoE Model Inference with Expert Sharding
Oana Balmau, Anne-Marie Kermarrec, Rafael Pires, André Loureiro Espírito Santo, Martijn de Vos, Milos Vujasinovic
2025· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About