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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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Informal Logic
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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
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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.

546 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.
546 works in the cohort · of 4,299,418page 4 of 11

Labels cover 0 of 546 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 546 of 546 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Inference Claims
David Hitchcock
2011· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
venueno affunlabeled
The Arguers
Dale Hample
2008· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
12
citations
venueno affunlabeled
On Novels as Arguments
Gilbert Plumer
2015· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
venueno affunlabeled
Arguing with Arguments
Harvey Siegel
2024· article· en· Informal Logic· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affvenueunlabeled
Whately on Arguments Involving Authority
Hans V. Hansen
2008· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
venueno affunlabeled
Tense Arguments
Christian Plantin
2019· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
venueno affunlabeled
New Dialectical Rules For Ambiguity
Douglas Walton
2000· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
venueno affunlabeled
Good and Bad Reasoning about COVID-19
Louise Cummings
2020· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affvenueunlabeled
Toulmin’s “Analytic Arguments”
Ben Hamby
2012· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
venueno affunlabeled
Logic, Truth and Inquiry
G. C. Goddu
2013· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
venueno affunlabeled
Why Percy can't think: A response to Bailin
Donald L. Hatcher
2001· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
venueno affunlabeled
Walton on Argument Structure
G. C. Goddu
2008· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
fundvenueno affunlabeled
Argumentative Strategies and Stylistic Devices
Ton van Haaften
2019· article· en· Informal Logic· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
venueno affunlabeled
On Arguments from Ignorance
Martin Hinton
2018· article· fr· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affvenueunlabeled
Pollock on Practical Reasoning
David Hitchcock
2001· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
venueno affunlabeled
Argumentative Bullshit
José Ángel Gascón
2021· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
venueno affunlabeled
Arguing as a Virtuous Arguer Would Argue
José Ángel Gascón
2015· article· en· Informal Logic· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · insufficient_payload
9
citations
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