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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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Nostalgia and Consumer Behavior
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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.

173 results · 1 filter active ·
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20012025
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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.
173 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 173 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 173 of 173 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Kodachrome : la couleur de la nostalgie
2021· article· fr· Cinémas Revue d études cinématographiques· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
3
citations
aboutno affno abstractunlabeled
Italian-Canadian Female Voices: Nostalgia and Split Identity
2015· article· en· Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Nostalgia’s Role in Retromarketing
2016· book-chapter· en· Developments in marketing science: proceedings of the Academy of Marketing Science· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_scienceconsensus · metaresearch
3
citations
aboutno affunlabeled
Souvenirs, souvenirs
2014· paratext· fr· Volume !· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueunlabeled
Nostalgie 2.0
2017· article· fr· Revue Organisations & territoires· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
2
citations
fundno affunlabeled
Nostalgia
2021· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
Figure, usi, e paradossi della nostalgia
2021· article· it· Italian Canadiana· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Embodied nostalgia
2021· preprint· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Les nostalgies médiatiques en question
2025· book-chapter· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About