Cohort builder

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.

Export CSV Export JSONAPI query

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.

Search term

Author

Year range

→

Sort

Language

Type

Field

Venue

Topic

Transportation Systems and Logistics

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.

80 results · 1 filter active ·

Results by year

20032025

Publication date

Categories

Machine labels · sparse coverage

Evidence

Language

Type

Citations

An unlabeled work is unknown, not a negative. Label coverage is reported on every query.

80 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 80 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 80 of 80 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.

affunlabeled

Analysis of Technical Errors Made by Motorcycle Riders

Péter Homonnai, Péter Mándoki

2023· article· en· Periodica Polytechnica Transportation Engineering· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Пространственная структура агломерации Оштогам

Подымова Дарья Владимировна

2014· article· ru· Известия Российского государственного педагогического университета им. А. И. Герцена· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

iRAP road and design assessments and outcomes: a case study from Moldova

S D Lawson, Alaster Barlow, Chaim Poran, Hakob Petrosyan, Marko Ševrović

2017· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Archaeological Desk Based Assessment and Evaluation of Land at Union Lane, Brampton, Cumbria

2003· article· en· Archaeology Data Service· Engineering

machine prediction:candidate · noneconsensus · none

citations

fundvenueno affno abstractunlabeled