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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.

65 results · 1 filter active ·
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20062025
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
65 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 65 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 65 of 65 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Springer Handbook of Speech Processing
2007· book· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
716
citations
affno abstractunlabeled
Nonlinear Optics
2023· book-chapter· en· Springer handbooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
100
citations
affno abstractunlabeled
Fundamentals of Noise Reduction
2007· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations
affno abstractunlabeled
Behavior-Based Systems
2016· book-chapter· en· Springer handbooks· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
52
citations
affno abstractunlabeled
Robotics in Mining
2016· book-chapter· en· Springer handbooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affno abstractunlabeled
Cybernetics and Learning Automata
2009· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
affno abstractunlabeled
Introduction to Speech Processing
2007· book-chapter· en· Springer handbooks· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
38
citations
affno abstractunlabeled
Soil Chamber Measurements
2021· book-chapter· en· Springer handbooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affno abstractunlabeled
Parallel Mechanisms
2016· book-chapter· en· Springer handbooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
19
citations
affno abstractunlabeled
Aircraft-Based Flux Density Measurements
2021· book-chapter· en· Springer handbooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Linear Prediction
2007· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Progressive Censoring Methodology
2012· book-chapter· en· Springer handbooks· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
15
citations
affno abstractunlabeled
Wiener and Adaptive Filters
2007· book-chapter· en· Springer handbooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Nano-Engineered Tunable Photonic Crystals
2017· book-chapter· en· Springer handbooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Basics of Wood Drying
2023· book-chapter· en· Springer handbooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
Formant Estimation and Tracking
2007· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
High Precision Calculations for Helium
2023· book-chapter· en· Springer handbooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Dereverberation
2007· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Glasses for Photonic Integration
2017· book-chapter· en· Springer handbooks· Materials Science
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Sawn Timber Steaming and Drying
2023· book-chapter· en· Springer handbooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Analytical Electron Microscopy
2019· book-chapter· en· Springer handbooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affno abstractunlabeled
Convergence of IoT and Augmented Reality
2023· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Perturbation Theory
2006· book-chapter· en· Springer handbooks· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Units and Constants
2006· book-chapter· en· Springer handbooks· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Standardization
2022· book-chapter· en· Springer handbooks· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Delay-Lines and Digital Waveguides
2018· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Ion–Atom and Atom–Atom Collisions
2023· book-chapter· en· Springer handbooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Digital Sensing of Musical Instruments
2018· book-chapter· en· Springer handbooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Perturbation Theory
2023· book-chapter· en· Springer handbooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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