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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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Socius Sociological Research for a Dynamic World
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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.

78 results · 1 filter active ·
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20162025
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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.
78 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 78 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 78 of 78 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Work-Life Conflict During the COVID-19 Pandemic
Scott Schieman, Philip J. Badawy, Melissa A. Milkie, Alex Bierman
2021· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · sts
284
citations
aboutno affunlabeled
Scaling Up
Devon Magliozzi, Aliya Saperstein, Laurel Westbrook
2016· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · stsconsensus · none
144
citations
affunlabeled
Conflicting Climate Change Frames in a Global Field of Media Discourse
Jeffrey Broadbent, John Sonnett, Iosif Botetzagias, Marcus Carson, Anabela Carvalho, Yu-Ju Chien +31 more
2016· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
79
citations
aboutno affunlabeled
Why Are Fewer Young Adults Having Casual Sex?
Scott J. South, Lei Lei
2021· article· en· Socius Sociological Research for a Dynamic World· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
25
citations
affunlabeled
Do Green Behaviors Earn Social Status?
Emily Huddart Kennedy, Christine Horne
2019· article· en· Socius Sociological Research for a Dynamic World· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
afffundaboutunlabeled
Vaccine and COVID-19 Trajectories
Kate H. Choi, Patrick Denice, Sagi Ramaj
2021· article· en· Socius Sociological Research for a Dynamic World· Mathematics
distilled prediction:candidate · metaresearch+stsconsensus · none
9
citations
affunlabeled
The Geography of Stigma Management
Carly Knight, András Tilcsik, Michel Anteby
2016· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · stsconsensus · sts
8
citations
affaboutunlabeled
The Dilemmas of Spatializing Social Issues
Fernando Calderón-Figueroa, Daniel Silver, Olimpia Bidian
2022· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · stsconsensus · sts
8
citations
affunlabeled
Constrained Intentions
Claudia Geist, Sarah R. Brauner‐Otto
2017· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · sts
6
citations
afffundunlabeled
Conceptualizing Affective Climate Polarization
Emily Huddart Kennedy, Tony Silva, Parker Muzzerall
2025· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · stsconsensus · none
6
citations

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