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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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Physics of Life Reviews
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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.

97 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.
97 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 97 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 97 of 97 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Topodynamics of metastable brains
2017· review· en· Physics of Life Reviews· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
76
citations
afffundno abstractunlabeled
First among equals
2019· review· en· Physics of Life Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Life—Warm, wet and noisy?
2013· review· en· Physics of Life Reviews· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
afffundno abstractunlabeled
The emotional origins of music
2010· review· en· Physics of Life Reviews· Neuroscience
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Chimpanzee culture in context
2022· review· en· Physics of Life Reviews· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Pest control: A modelling approach
2014· review· en· Physics of Life Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Critique of pure free energy principle
2017· review· en· Physics of Life Reviews· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations

How this was built: Screen · Findings · About