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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.

9,285 results · 1 filter active ·
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20002025
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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.
9,285 works in the cohort · of 4,299,418page 71 of 186

Labels cover 4 of 9,285 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 9,285 of 9,285 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Nuclear power systems
Helmi Attia
2023· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Microencapsulated Food Ingredients
Chang Chang, Andrea K. Stone, Michael T. Nickerson
2018· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
2
citations
fundno affno abstractunlabeled
NPY
Yvan Dumont, Rémi Quirion
2013· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Marine Manganese Deposits
2018· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Hepadnaviruses of fish
Frederick S.B. Kibenge
2024· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Orofacial Motor Control☆
Barry J. Sessle
2016· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Reinforcement learning
Mohammad Ali Ahmadi
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Optical (Electronic) Spectroscopy
Christian Reber, Rémi Beaulac
2003· book-chapter· en· Elsevier eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Constraint Satisfaction Models
T.R. Shultz
2001· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Fundamentals of optical devices
Rongqing Hui, Maurice O’Sullivan
2023· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Macrophage polarization guided by immunomodulatory hydrogels
Dalila Di Francesco, Maria Talmon, Flavia Carton, Luigia Grazia Fresu, Francesca Boccafoschi
2023· book-chapter· en· Elsevier eBooks· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Risk Assessment in Social Work
Marilyn Callahan
2015· book-chapter· en· Elsevier eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Polymer Nanomechanics
J.K. Li, Isaac T. S. Li, Gilbert C. Walker, Ruby May A. Sullan, Shan Zou, Youyi Sun
2012· book-chapter· en· Elsevier eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Sustainability Transitions
Jordan Carlson, Warren Mabee
2019· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Fatty Acids
Fereidoon Shahidi, Lanh Van Nguyen
2024· book-chapter· en· Elsevier eBooks· Nursing
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Oxy-fuel power plant operation
Yewen Tan
2011· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Active fault-tolerant attitude control
Qinglei Hu, Bing Xiao, Bo Li, Youmin Zhang
2021· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Concept to Reality
Donna Canevari de Paredes, David E. Francis
2017· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Masculinism
A.L. Bain, Chan Arun-Pina
2019· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Benthic Boundary Layer Effects
D. J. Wildish
2001· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Digital games and literacies
Jennifer Jenson, Danielle Burrell-Kim
2022· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Contributors
Per-Henrik Ågren, Su-Young Bae, Alexej Barg, Daniel Baumfeld, Mark J. Berkowitz, Peter Bock +49 more
2017· book-chapter· en· Elsevier eBooks
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Developing Nephrology Programs in Low Resource Settings
Valérie A. Luyckx, Aminu K. Bello, Saraladevi Naicker
2017· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Obesity/Metabolic Syndrome Overview
Ross D. Feldman, Robert A. Hegele
2007· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Ice Caves in Iran
Mojgan Soleymani, Derek Ford, Mohammad Nakhaei, Alireza Nadimi
2018· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Upcycling Fresh Food Items in Retail Operations
Deishin Lee, Mustafa H. Tongarlak
2019· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
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