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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
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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
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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 3 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
Epistemology Mathematicized
John Woods
2013· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
venueno affunlabeled
Emotions in Argumentative Narration
Sara Cigada
2019· article· en· Informal Logic· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
venueno affunlabeled
The Contextuality of Fallacies
Frans H. van Eemeren, Peter Houtlosser
2008· article· en· Informal Logic· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
affvenueunlabeled
The Ethics of Argumentation
Vasco Correia
2012· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
19
citations
venueno affno abstractunlabeled
Arguments and Metaphors in Philosophy
Leo Groarke
2003· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
19
citations
venueno affunlabeled
Should Climate Scientists Fly?
Jean Goodwin
2020· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
venueno affunlabeled
Mapping the Structure of Debate
Jeff Yoshimi
2004· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
17
citations
afffundvenueunlabeled
Formalizing Informal Logic
Douglas Walton, Thomas F. Gordon
2015· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affvenueunlabeled
A Pragmatic Account of Rephrase in Argumentation
Marcin Koszowy, Steve Oswald, Katarzyna Budzyńska, Barbara Konat, Pascal Gygax
2022· article· en· Informal Logic· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affvenueunlabeled
How Philosophical is Informal Logic?
John Woods
2000· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
venueno affunlabeled
Frozen
Kati Hannken-Illjes, Ines Bose
2019· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
venueno affunlabeled
The Arguers
Dale Hample
2008· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
12
citations
affvenueunlabeled
Inference Claims
David Hitchcock
2011· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
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