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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
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 8 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.

venueno affunlabeled
A Moderate Defense for Visual Arguments
Yanlin Liao, Zihan Niu
2025· article· fr· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
afffundvenueunlabeled
Profiles of Dialogue for Amphiboly
Douglas Walton
2020· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Trump, Snakes and the Power of Fables
Katharina Stevens
2018· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
Lipman's Thinking in Education
Claude Gratton
2004· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Argumentative Hyperbole as Fallacy
A.J. Kreider
2022· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
As Syllable from Sound
Martin Hinton, Gabrijela Kišiček
2024· article· fr· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueunlabeled
Gilbert as Disrupter
Leo Groarke
2022· article· en· Informal Logic· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Metaphorical Argumentation
Esther Romero, Belén Soria
2021· article· en· Informal Logic· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueunlabeled
Picturing a Thousand Unspoken Words
Harmony Peach
2021· article· en· Informal Logic· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Burdens of Proposing
David Godden, Simon Wells
2022· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Govier's "Informal Logic"
J. Anthony Blair
2013· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueunlabeled
Introduction: Special Issue on Charles Hamblin
Douglas Walton, Ralph Henry Johnson
2011· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Frustrated and Aware
Sergej Kish
2025· article· fr· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
On Numerical Arguments in Policymaking
Corina Andone
2022· article· en· Informal Logic· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Fact and Opinion
Debby Hutchins, David Kelley
2023· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
What is Wrong with Deductivism?
Lilián Bermejo-Luque
2020· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Appeals to authority
Douglas Walton
2001· book-chapter· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
Amenable Argumentation Approach
Linda Carozza
2022· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Are Fallacies Frequent ?
Michel Dufour
2023· article· en· Informal Logic· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Civility: One or Many?
Hareim Hassan
2025· article· en· Informal Logic· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
Wohlrapp's concept of justification
Derek Allen
2017· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Issues of Logicism and Objectivity
Trudy Govier
2017· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Kisceral Argumentation in Law
Marko Novak
2022· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Defeasible Reasoning in Islamic Legal Theory
Muhammed Komath
2024· article· en· Informal Logic· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
What are Deep Disagreements?
Gustavo javier Arroyo
2025· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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