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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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Language, Metaphor, and Cognition
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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.

1,738 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.
1,738 works in the cohort · of 4,299,418page 19 of 35

Labels cover 0 of 1,738 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 1,738 of 1,738 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Metaphor in the Mirror
Herbert L. Colston
2025· article· en· Metaphor and Symbol· Psychology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Irony and Thought: The State of the Art
Raymond W. Gibbs, Herbert L. Colston
2023· book-chapter· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Temporal Aspects of Literary Reading
David S. Miall
2015· book-chapter· en· Contributions to phenomenology· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Lexical Representations in Language Processing
Gary Libben
2022· reference-entry· en· Oxford Research Encyclopedia of Linguistics· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
venueno affno abstractunlabeled
Metaphors in Advertising Discourse
Lenc Djau
2010· article· en· Studies in literature and language· Psychology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Pictorial Irony and Sarcasm
Albert N. Katz
2023· book-chapter· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
venueno affunlabeled
Portraits de métaphores
Anne-Sophie Collard
2005· article· fr· Communication· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Onomatopoeia and Language Perception
Joshua Nash
2001· article· en· Digital Commons @ Butler University (Butler University)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
The Recognizability of Authenticity
Madeleine Henderson, Liane Gabora
2013· preprint· en· arXiv (Cornell University)· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Metaphorical Argumentation
Esther Romero, Belén Soria
2021· article· en· Informal Logic· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Metaphors as cognitive models in Halkomelem color adjectives
Brent Douglas Galloway
2007· book-chapter· en· John Benjamins Publishing Company eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
2
citations
affvenueunlabeled
Au nom de la relation
Stéphane Perreault, Marie-Chantal Falardeau, Jeanne Guèvremont
2019· article· fr· Théologiques· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Blending Theory and Mathematical Cognition
Marcel Danesi
2022· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations

How this was built: Screen · Findings · About