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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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Journal of Research in Science Teaching
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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
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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.

69 results · 1 filter active ·
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20012025
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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.
69 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 69 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 69 of 69 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
PISA 2006: An assessment of scientific literacy
Rodger W. Bybee, Barry Mccrae, Robert Laurie
2009· article· en· Journal of Research in Science Teaching· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · sts
313
citations
affunlabeled
Learning science through technological design
Wolff‐Michael Roth
2001· article· en· Journal of Research in Science Teaching· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts
199
citations
afffundunlabeled
Globalizing students acting for the common good
Larry Bencze, Lyn Carter
2011· article· en· Journal of Research in Science Teaching· Psychology
distilled prediction:candidate · metaresearchconsensus · none
194
citations
affunlabeled
Learning to teach science in urban schools
Kenneth Tobin, Wolff‐Michael Roth, Andrea Zimmermann
2001· article· en· Journal of Research in Science Teaching· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
154
citations
affunlabeled
Concept maps: Experiments on dynamic thinking
Natalia Derbentseva, Frank Safayeni, J. Cañas Alberto
2006· article· en· Journal of Research in Science Teaching· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
130
citations
affunlabeled
A study of laughter in science lessons
Wolff‐Michael Roth, Stephen M. Ritchie, Peter Hudson, Victoria Mergard
2011· article· en· Journal of Research in Science Teaching· Psychology
distilled prediction:candidate · metaresearchconsensus · none
87
citations
affunlabeled
“Anybody can do science if they're brave enough”: Understanding the role of science capital in science majors' identity trajectories into and through postsecondary science
Allison J. Gonsalves, Alexandre Cavalcante, Emily Diane Sprowls, Hailey Iacono
2021· article· en· Journal of Research in Science Teaching· Social Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · metaresearch+sts+scholarly_communication
45
citations
affunlabeled
Scientific literacy and contexts in PISA 2006 science
Rodger W. Bybee, Peter J. Fensham, Robert Laurie
2009· article· en· Journal of Research in Science Teaching· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · sts
40
citations
affunlabeled
The contribution of science‐rich resources to public science interest
John H. Falk, Scott Pattison, David D. Meier, David Bibas, Kathleen Livingston
2017· article· en· Journal of Research in Science Teaching· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · metaresearch+sts
28
citations

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