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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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Narrative Inquiry
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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.

27 results · 1 filter active ·
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20002021
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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.
27 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 27 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 27 of 27 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.

affunlabeled
Autobiographical Time
Jens Brockmeier
2000· article· en· Narrative Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
211
citations
affunlabeled
Narratives of identity
Rachelle Hole
2007· article· en· Narrative Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
43
citations
affunlabeled
A tale of two narratives
Laura Stalker
2009· article· en· Narrative Inquiry· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
31
citations
affunlabeled
Improving story complexity and cohesion
Anne McKeough, Lynn Davis, Nicole M. Forgeron, Anthony Marini, Tak Fung
2005· article· en· Narrative Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Risk, responsibility, resistance
Jessica Polzer, Francesca V. Mancuso, Debbie Laliberté Rudman
2014· article· en· Narrative Inquiry· Medicine
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Co-constructing “We” and “Us”
Marnie Rogers‐de Jong, Tom Strong
2014· article· en· Narrative Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Story sequencing and stereotyping
Katherine Bischoping, Zhipeng Gao
2017· article· en· Narrative Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Crafting sexual authenticity
Ahoo Tabatabai
2012· article· en· Narrative Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
What shapes narrative thought?
Andrea Smorti, Anne McKeough, Enrica Ciucci, Michael C. Pyryt, Nicki M. Wilson, Alex Sanderson +1 more
2007· article· en· Narrative Inquiry· Health Professions
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
The write stuff
Robin Freyberg, Cindy K. Chung, Zachary Freyberg, John W. Barnhill, Stephen J. Ferrando, James W. Pennebaker
2014· article· en· Narrative Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Making sense of immigration processes
Berta Vall, Luis Botella
2015· article· en· Narrative Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Identity and Otherness
Donato Tarulli
2000· article· en· Narrative Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
But what will they say?
Carolyn Birnie, Diane Holmberg
2007· article· en· Narrative Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The cognitive turn
Matthew Clark
2012· article· en· Narrative Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Narrative, trauma, and self-interpretation
William Affleck, Gaëlle Fiasse, Mary Ellen Macdonald
2016· article· en· Narrative Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About