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

1,060 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.
1,060 works in the cohort · of 4,299,418page 1 of 22

Labels cover 4 of 1,060 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 1,060 of 1,060 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Scikit-learn: Machine Learning in Python
2012· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
63,737
citations
affunlabeled
Array programming with NumPy
2020· article· en· Nature· Computer Science
distilled prediction:candidate · noneconsensus · none
22,302
citations
affunlabeled
python-fsps: Python bindings to FSPS (v0.1.1)
2014· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
146
citations
affno abstractunlabeled
Five-Dimensional Physics
2006· book· en· WORLD SCIENTIFIC eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
139
citations
affno abstractunlabeled
The Fractal Geometry of the Brain
2016· book· en· Springer series in computational neuroscience· Computer Science
distilled prediction:candidate · noneconsensus · none
113
citations
affunlabeled
PyBIDS: Python tools for BIDS datasets
2019· article· en· The Journal of Open Source Software· Computer Science
distilled prediction:candidate · noneconsensus · none
68
citations
affno abstractunlabeled
Machine Learning and Knowledge Extraction
2020· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affno abstractunlabeled
The physics of energy-based models
2022· article· en· Quantum Machine Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Mathematics of Planet Earth
2014· book-chapter· en· Springer INdAM series· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Digital Currents
2014· book· en· University of Toronto Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
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How this was built: Screen · Findings · About