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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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Mental Health via Writing
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

643 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
643 works in the cohort · of 4,299,418page 11 of 13

Labels cover 5 of 643 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 643 of 643 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.

venueno affunlabeled
Ink & Liberation
Chesney Parchment
2025· article· Writing across the University of Alberta· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1145/3756884.3795821
AI Generated
2000· article· en· Time to knit· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
codebook_can.tab
Peter John Loewen, Ludovic Rheault
2019· dataset· en· Harvard Dataverse· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Subsumed:<i>Words on depression</i>
Stephen P. Lewis
2016· article· en· Medical Humanities· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
sj-docx-1-cpa-10.1177_07067437241255104 - Supplemental material for Effects of Trauma Cue Exposure and Posttraumatic Stress Disorder (PTSD) on Affect and Cannabis Craving in Cannabis Users With Trauma Histories: Use of Expressive Writing as an Online Cue-Reactivity Paradigm: Effets de l'exposition aux signaux traumatiques et du SSPT sur l'affect et le besoin de cannabis chez les consommateurs de cannabis ayant des antécédents de traumatismes : utilisation de l'écriture expressive comme paradigme de réactivité en ligne
2024· article· fr· Figshare· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
List of variables.
2024· article· en· Figshare· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Anxiety Dataset 2022
Mohamed Elgendi, Carlo Menon
2022· dataset· en· Figshare· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Anxiety Dataset 2022
Mohamed Elgendi, Carlo Menon
2022· dataset· en· Figshare· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hyperparameters.
2024· article· en· Figshare· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Pdf citation generator mla
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Calgary Alumni
2010· other· en· Saint Mary's University Institutional Repository (Saint Mary's University)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Literature quality evaluation.
2023· article· en· Figshare· Psychology
machine prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
Search strategy of the research.
2023· article· en· Figshare· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About