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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.

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

Labels cover 0 of 25 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 25 of 25 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
On scientific understanding with artificial intelligence
2022· review· en· Nature Reviews Physics· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
348
citations
affno abstractunlabeled
Computer-inspired quantum experiments
2020· review· en· Nature Reviews Physics· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
86
citations
affno abstractunlabeled
Tensor networks for quantum computing
2025· review· en· Nature Reviews Physics· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
12
citations
affno abstractunlabeled
Hydride superconductivity is here to stay
2024· preprint· en· Nature Reviews Physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Topology in abundance
2019· article· en· Nature Reviews Physics· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
The spectrum of early career physics
2021· review· en· Nature Reviews Physics· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · none
1
citations
affno abstractunlabeled
Author Correction: Advances in artificial spin ice
2024· review· en· Nature Reviews Physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
An open-source initiative would benefit quantum computing
2025· review· en· Nature Reviews Physics· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · research_integrity
0
citations

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