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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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Science Technology & Human Values
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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
fundfunder
venuejournal
aboutaboutness

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

84 results · 1 filter active ·
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20022025
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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.
84 works in the cohort · of 4,299,418page 2 of 2

Labels cover 32 of 84 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 84 of 84 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Representing Representation
2015· article· en· Science Technology & Human Values· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
12
citations
aboutno affgemma · stsgpt · stsmodels agree
Emergent Practices of an Environmental Standard
2015· article· en· Science Technology & Human Values· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
fundno affgemma · stsgpt · metaresearch+stsmodels split
Affective Labor in Integrative STS Research
2022· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch+sts
8
citations
affgemma · stsgpt · stsmodels agree
Target Practice
2017· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · sts
8
citations
affunlabeled
Introduction: Shifting Attention
2021· article· en· Science Technology & Human Values· Computer Science
distilled prediction:candidate · stsconsensus · sts
6
citations
affunlabeled
The Algorithms of Mindfulness
2021· article· en· Science Technology & Human Values· Neuroscience
distilled prediction:candidate · stsconsensus · sts
5
citations
afffundunlabeled
Do Artifacts Have Political Economy?
2025· article· en· Science Technology & Human Values· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
4
citations
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How this was built: Screen · Findings · About