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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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Emotional Labor in Professions
Retraction
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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.

372 results · 1 filter active ·
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20002025
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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.
372 works in the cohort · of 4,299,418page 4 of 8

Labels cover 1 of 372 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 372 of 372 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Geographies of emotional and care labour
Jessica Parish, Jean Michel Montsion
2018· article· en· Palgrave Communications· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueno abstractunlabeled
Le pouvoir politique des émotions
Anne Perriard, Cécile Van de Velde
2021· article· fr· Lien social et Politiques· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
6
citations
affaboutunlabeled
Circus aerialism and emotional labour
Kevin Walby, Dale Spencer
2020· article· en· Emotions and Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
6
citations
affunlabeled
Emotional Labour and Stress
Reena Alias
2022· book-chapter· en· Advances in human resources management and organizational development book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
5
citations
afffundunlabeled
The third shift: Addressing emotion work in couple therapy
Olga Smoliak, Khaldeiah Al‐Ali, Amanda LeCouteur, Eleftheria Tseliou, Carla Rice, Andrea LaMarre +5 more
2023· article· en· Family Process· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
affvenueunlabeled
La relation d’emploi : état actuel de la question
Kathleen Bentein, Sylvie Guerrero
2008· article· fr· Relations industrielles· Social Sciences
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
4
citations
afffundaboutunlabeled
Retail therapy: Making meaning out of menial labour
Genevieve Johnston, Matthew D. Sanscartier, Matthew S. Johnston
2019· article· en· Journal of sociology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueaboutno affunlabeled
Qui a peur des émotions organisationnelles?
Gladys L. Symons
2007· article· fr· Recherches féministes· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
3
citations
affvenueno abstractunlabeled
Emotional labour in learning to doctor
Marcel D’Eon
2024· editorial· en· Canadian Medical Education Journal· Social Sciences
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
3
citations

How this was built: Screen · Findings · About