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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

867 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.
867 works in the cohort · of 4,299,418page 8 of 18

Labels cover 10 of 867 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 867 of 867 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Record Linkage Project Process Model
Richard Trudeau
2017· article· en· International Journal for Population Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · scholarly_communication
4
citations
afffundaboutunlabeled
Review of Publically Available Health Big Data Sets
Dillon Chrimes, Chanhee Kim
2022· article· en· 2022 IEEE International Conference on Big Data (Big Data)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
4
citations
venueno affno abstractunlabeled
BIT's Slot-Filling Method for TAC-KBP 2013.
Sheng Xu, Chunxia Zhang, Zhendong Niu, Rongyue Mei, Junpeng Chen, Junjiang Zhang +1 more
2013· article· en· Theory and applications of categories· Decision Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
The Vivification Problem in Real-Time Business Intelligence: A Vision
Patricia C. Arocena, Renée J. Miller, John Mylopoulos
2013· book-chapter· en· Lecture notes in business information processing· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Data Needs
Kathleen Gregory, Laura Koesten
2022· book-chapter· en· Synthesis lectures on information concepts, retrieval, and services· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractgemma · no categorygpt · no categorymodels agree
<i>JASIST</i> special issue on biomedical information retrieval
Robert Moskovitch, Fei Wang, Jian Pei, Carol Friedman
2017· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
3
citations
venueno affunlabeled
A Schema Integration Approach for Big Data Analysis
Souad Amghar, Safae Cherdal, Salma Mouline
2023· article· en· Ingénierie des systèmes d information· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Making statistical inferences about linkage errors
Abel Dasylva, Arthur Goussanou
2024· article· en· Japanese Journal of Statistics and Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
3
citations
affunlabeled
PARC
Dejun Huang, Dhruv Gairola, Yu Huang, Zheng Zheng, Fei Chiang
2016· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affunlabeled
Migrating a Well-Established Longitudinal Cohort Database From Oracle SQL to Research Electronic Data Entry (REDCap): Data Management Research and Design Study
Katharina Kusejko, Daniel C. Smith, Alexandra Scherrer, P Paioni, Malte Kohns Vasconcelos, Karoline Aebi‐Popp +3 more
2023· article· en· JMIR Formative Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
3
citations
affunlabeled
Engaging Citizens in Data Governance in Net Zero Precincts
Darren Sharp, Sarah Goodwin, Misita Anwar, Lyn Bartram
2020· article· en· Monash University Research Portal (Monash University)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
3
citations
afffundunlabeled
Product Entity Matching via Tabular Data
Ali Naeim abadi, Mir Tafseer Nayeem, Davood Rafiei
2023· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affaboutunlabeled
Social Data Linkage Environment
Richard Trudeau
2017· article· en· International Journal for Population Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
3
citations
venueno affno abstractunlabeled
CMU System for Entity Discovery and Linking at TAC-KBP 2016.
Xuezhe Ma, Nicolas Rodolfo Fauceglia, Yiu-Chang Lin, Eduard Hovy
2016· article· en· Theory and applications of categories· Decision Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Record linkage for web data
Renée J. Miller, Oktie Hassanzadeh
2012· dissertation· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affunlabeled
Developing a data map for opening public sector information
Llorenç Vaquer, Jose Vicente Carcel, Andrés Fuster-Guilló, Irene Garrigós, José-Norberto Mazón, Jose Jacobozubcoff
2016· article· en· International Journal of Design & Nature and Ecodynamics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
On the Executability of R Markdown Files
MD ANAYTUL ISLAM, Muhammad Asaduzzman, Shaowei Wang
2024· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Discovery of Keys for Graphs
Morteza Alipourlangouri, Fei Chiang
2022· book-chapter· en· Lecture notes in computer science· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
ARDC survey on cloud services usage in research
Andrew Treloar, Emma Crott
2023· report· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
2
citations

How this was built: Screen · Findings · About