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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.

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 35 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.

afffundunlabeled
On the Softmax Bottleneck of Recurrent Language Models
Dwarak Govind Parthiban, Yongyi Mao, Diana Inkpen
2021· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Neural Ad-Hoc Retrieval Meets Open Information Extraction
Duc-Thuan Vo, Fattane Zarrinkalam, Ba’ Pham, Negar Arabzadeh, Sara Salamat, Ebrahim Bagheri
2023· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
2
citations
affunlabeled
LlamATE
Hanh Thi-Hong Tran, Carlos-Emiliano González-Gallardo, Antoine Doucet, Senja Pollak
2025· article· en· Terminology International Journal of Theoretical and Applied Issues in Specialized Communication· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Supervised Methods to Support Online Scientific Data Triage
Hayda Almeida, Marc Queudot, Leila Kosseim, Marie‐Jean Meurs
2017· book-chapter· en· Lecture notes in business information processing· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
afffundunlabeled
Detecting Frozen Phrases in Open-Domain Question Answering
Mostafa Yadegari, Ehsan Kamalloo, Davood Rafiei
2022· article· en· Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Adder Encoder for Pre-trained Language Model
Jianbang Ding, Suiyun Zhang, Linlin Li
2023· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
CL-SciSumm Shared Task - Team Magma.
Héctor Martínez Alonso, Raheleh Makki, Jia Gu
2018· article· en· International ACM SIGIR Conference on Research and Development in Information Retrieval· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Supervised Distributional Semantic Relatedness
Alistair Kennedy, Stan Śzpakowicz
2012· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Recurrent Normalization Propagation
César Laurent, Nicolas Ballas, Pascal Vincent
2017· article· en· International Conference on Learning Representations· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Decayed DivRank for Guided Summarization.
Pan Du, Jipeng Yuan, Xianghui Lin, Jin Zhang, Jiafeng Guo, Xueqi Cheng
2011· article· en· Theory and applications of categories· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
CoURAGE: A Framework to Evaluate RAG Systems
Divyanshi Galla, Shaz Hoda, Meiwei Zhang, Wenzhe Quan, Tommy Dong Yang, Joseph Voyles
2024· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations

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