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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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Science Technology & Human Values
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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
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.

84 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
84 works in the cohort · of 4,299,418page 1 of 2

Labels cover 32 of 84 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 84 of 84 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · stsgpt · stsmodels agree
The Linear Model of Innovation
2006· article· en· Science Technology & Human Values· Decision Sciences
distilled prediction:candidate · stsconsensus · sts
837
citations
affgemma · stsgpt · stsmodels agree
Theorizing the Bioeconomy
2012· article· en· Science Technology & Human Values· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · sts
347
citations
affunlabeled
Rethinking <i>Value</i> in the Bio-economy
2016· article· en· Science Technology & Human Values· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
337
citations
affgemma · no categorygpt · stsmodels split
National Innovation System
2009· article· en· Science Technology & Human Values· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
321
citations
affunlabeled
Pushes and Pulls
2013· article· en· Science Technology & Human Values· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
126
citations
affunlabeled
Why Justice?
2013· article· en· Science Technology & Human Values· Neuroscience
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
60
citations
afffundunlabeled
Peer Review and Scholarly Originality
2016· article· en· Science Technology & Human Values· Business, Management and Accounting
distilled prediction:candidate · metaresearch+stsconsensus · none
60
citations
affunlabeled
Making an Issue out of a Standard
2012· article· en· Science Technology & Human Values· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · none
48
citations
affgemma · bibliometrics+stsgpt · bibliometricsmodels split
Outline for a History of Science Measurement
2002· article· en· Science Technology & Human Values· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+open_scienceconsensus · metaresearch+bibliometrics+sts
37
citations
aboutno affgemma · stsgpt · no categorymodels split
Personal Names
2014· article· en· Science Technology & Human Values· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
32
citations
affgemma · stsgpt · no categorymodels split
Seeing and Unmaking Civilians in Afghanistan
2017· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · stsconsensus · sts
29
citations
affunlabeled
Managing Ambiguities at the Edge of Knowledge
2016· article· en· Science Technology & Human Values· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+open_scienceconsensus · metaresearch+bibliometrics+sts
29
citations
affunlabeled
Configuring the Child Player
2014· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · stsconsensus · sts
20
citations
affaboutgemma · stsgpt · no categorymodels split
Normalizing Complaint
2015· article· en· Science Technology & Human Values· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
affgemma · stsgpt · stsmodels agree
Concretizing Simondon and Constructivism
2016· article· en· Science Technology & Human Values· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
17
citations
affunlabeled
Ethical Reflection Must Always be Measured
2010· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
16
citations
affaboutgemma · stsgpt · no categorymodels split
Text ‘‘Superpowers’’
2009· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · stsconsensus · sts
15
citations
afffundgemma · stsgpt · stsmodels agree
Discourse Ecology and Knowledge Niches
2015· article· en· Science Technology & Human Values· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
15
citations
affunlabeled
G-COT
2009· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · stsconsensus · sts
14
citations
afffundaboutunlabeled
Opening Up Containment
2021· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
14
citations
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How this was built: Screen · Findings · About