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

1,260 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.
1,260 works in the cohort · of 4,299,418page 2 of 26

Labels cover 11 of 1,260 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 1,260 of 1,260 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
How successful leaders think
2007· article· en· Strategic Direction· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
124
citations
affno abstractunlabeled
Importance of being uncertain
2013· article· en· Nature Methods· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
98
citations
affunlabeled
Knowing – in Medicine
2008· review· en· Journal of Evaluation in Clinical Practice· Decision Sciences
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
95
citations
affunlabeled
The knowing organization as learning organization
2001· article· en· Education + Training· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
89
citations
venueno affunlabeled
Forms of cooperation in dyadic problem-solving
2002· article· fr· Revue d intelligence artificielle· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
86
citations
affno abstractunlabeled
Towards a Theory of Thinking
2010· book· en· On thinking· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
73
citations
affunlabeled
Organizing at and Beyond the Limits
2007· article· en· Organization Studies· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
72
citations
venueno affunlabeled
Turbulence, Perturbance, and Educational Change
2012· article· en· Complicity An International Journal of Complexity and Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
62
citations
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