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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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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.

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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.

44 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.
44 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 44 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 44 of 44 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Down with the Hierarchies
Jacob Stegenga
2013· article· en· Topoi· Decision Sciences
machine prediction:candidate · metaresearchconsensus · none
81
citations
affno abstractunlabeled
Fostering the Virtues of Inquiry
Sharon Bailin, Mark Battersby
2015· article· en· Topoi· Social Sciences
machine prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
Abductive reasoning in neural-symbolic systems
Artur d’Avila Garcez, Dov M. Gabbay, Oliver Ray, John Woods
2007· article· en· Topoi· Computer Science
machine prediction:candidate · noneconsensus · none
26
citations
afffundno abstractunlabeled
The Scope of Debiasing in the Classroom
Guillaume Beaulac, Tim Kenyon
2016· article· en· Topoi· Social Sciences
machine prediction:candidate · noneconsensus · none
23
citations
fundno affunlabeled
Narrative Railroading
Lucy Osler
2024· article· en· Topoi· Neuroscience
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Emotions and Wellbeing
Christine Tappolet, Mauro Rossi
2014· article· en· Topoi· Psychology
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Introduction: Adversariality in Argument
Katharina Stevens, John Casey
2021· article· en· Topoi· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Defining Antisemitism
David Hitchcock
2024· article· en· Topoi· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Epistemic Injustices Online
Abraham Tobi
2024· article· en· Topoi· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Correction: Defining Antisemitism
David Hitchcock
2024· article· en· Topoi· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Charity Begins Elsewhere
Daniel Mejía Saldarriaga, Christopher W. Tindale
2025· article· en· Topoi· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Toward a Theory of Direct Insight
Jonathan G. Bowen
2025· article· en· Topoi· Psychology
machine prediction:candidate · noneconsensus · none
0
citations

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