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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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Color perception and design
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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.

558 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
558 works in the cohort · of 4,299,418page 3 of 12

Labels cover 0 of 558 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 558 of 558 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cultural Interface Design: Global Colors Study
2006· book-chapter· en· Lecture notes in computer science· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
19
citations
affunlabeled
Color, music, and emotion
2011· article· en· Journal of Vision· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affaboutunlabeled
Psychology of Perception
2025· book· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affaboutunlabeled
Retail Signage During the COVID-19 Pandemic
2020· article· en· Interdisciplinary Journal of Signage and Wayfinding· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
afffundunlabeled
Lexichrome
2020· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affunlabeled
The EMPATHY MACHINE
2012· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
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How this was built: Screen · Findings · About