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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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3D Modeling in Geospatial Applications
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
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.

346 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
346 works in the cohort · of 4,299,418page 6 of 7

Labels cover 1 of 346 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 346 of 346 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.

venueno affunlabeled
Automating BIM (IFC) Data Analysis Using LangGraph
Miral Selim, Khaled Nassar, Ossama Hosny
2025· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Geodetic methods of 3D data collection
Marek Bajtala, Ján Ježko, Štefan Sokol
2007· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
GaeluxTM Subtle Shades for Scottish Landscapes.
John Stuart-Murray
2009· article· en· International Journal of Design & Nature and Ecodynamics· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Taking a Broader View by Looking Deeper
Yesha Y. Sivan
2014· article· en· Journal of Virtual Worlds Research· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Spatial Analysis
2009· book-chapter· en· Encyclopedia of Database Systems· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
PREFACE: TECHNICAL COMMISSION IV
Sisi Zlatanova, Suzana Dragićević, G. Sithole
2021· article· en· ISPRS annals of the photogrammetry, remote sensing and spatial information sciences· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Video imaging in turbid water
J.A. van Dalfsen
2008· article· en· JMIR Mental Health· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Preface: 3D GeoInfo 2021
Linh Truong‐Hong, Fengman Jia, Erzhuo Che, S. Emamgholian, Debra F. Laefer, Anh-Vu Vo
2021· article· en· ISPRS annals of the photogrammetry, remote sensing and spatial information sciences· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Modeling, Spatial
Alex C. Michalos, Alex C. Michalos
2014· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Geomatics—An Open Access Journal
Naser El‐Sheimy
2020· article· en· Geomatics· Engineering
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Estate 360: AI-Driven Centralized Real Estate Platform
Neeyati Mehta, Sameer Patel, Z. A. Shaikh, Jerry Caleb, Kritika Koirala
2024· book-chapter· en· Lecture notes in computer science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
GEO-Bench: m-pv4ger-seg
Alexandre Lacoste, Niels Lehmann, Pau Rodríguez, Evan David Sherwin, Hannah Kerner, Björn Lütjens +11 more
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Freie GIS-Software
Jens Fitzke, Jan-Oliver Wagner
2002· article· de· Standort· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Spatio-temporal Analysis
2025· book-chapter· es· Cambridge University Press eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Spatial Partitioning
2025· book-chapter· en· Cambridge University Press eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(99)90045-5
2000· article· en· Time to knit· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About