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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.

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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Library Management
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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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aboutaboutness

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

47 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.
47 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 47 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 47 of 47 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The right staff from X to Y
2007· article· en· Library Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
84
citations
affunlabeled
Keeping ahead of the curve
2014· article· en· Library Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
49
citations
affaboutunlabeled
Promoting library services in a Google world
2007· article· en· Library Management· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
44
citations
affaboutunlabeled
Settling in: how newcomers use a public library
2018· article· en· Library Management· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
27
citations
affunlabeled
Collaborative assessment
2012· article· en· Library Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
affaboutunlabeled
Leadership development to transform a library
2014· article· en· Library Management· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
18
citations
affaboutunlabeled
Relationships and engagement
2008· article· en· Library Management· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Toughest job in the library
2020· article· en· Library Management· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Global library marketing research
2018· article· en· Library Management· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
4
citations
affaboutunlabeled
Quantifying patron time-use of a public library
2015· article· en· Library Management· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affaboutunlabeled
ETD on a shoestring
2014· article· en· Library Management· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
Working across cultures
2007· article· en· Library Management· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
What keeps CARL directors awake at night?
2013· article· en· Library Management· Computer Science
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
1
citations

How this was built: Screen · Findings · About