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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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Flow Experience in Various Fields
Retraction
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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
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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.

170 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.
170 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 170 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 170 of 170 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Flow at work: An experience sampling approach
Clive Fullagar, E. Kevin Kelloway
2008· article· en· Journal of Occupational and Organizational Psychology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
337
citations
afffundunlabeled
Flow, Achievement Level, and Inquiry-Based Learning
Lindsay A. Borovay, Bruce M. Shore, Christina Caccese, Ethan Yang, Olivia Hua
2018· article· en· Journal of Advanced Academics· Psychology
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Flow-Mediated Dilation and Neurocognition
Melanie R. Naiberg, Dwight F. Newton, Benjamin I. Goldstein
2015· review· en· Psychosomatic Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
40
citations
affno abstractunlabeled
Sustained attention and the experience of flow
Jeremy Marty-Dugas, Laura Howes, Daniel Smilek
2020· article· en· Psychological Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
afffundunlabeled
Flow and the dynamics of conscious thought
Joshua Shepherd
2021· article· en· Phenomenology and the Cognitive Sciences· Psychology
distilled prediction:candidate · stsconsensus · none
25
citations
afffundunlabeled
Consumer microflow experiences
Raymond Lavoie, Kelley Main
2019· article· en· Psychology and Marketing· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
affunlabeled
A possible physiological correlate for mental flow
Brenda Elizabeth Mansfield, Bruce Oddson, J. Turcotte, Roger T. Couture
2012· article· en· The Journal of Positive Psychology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
afffundunlabeled
Cognitive flow in health care settings: A systematic review
Sydney McQueen, Stephanie Jiang, Aidan McParland, Melanie Hammond Mobilio, Carol‐Anne Moulton
2020· review· en· Medical Education· Psychology
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
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