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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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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.

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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.

1,914 results · 1 filter active ·
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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.
1,914 works in the cohort · of 4,299,418page 12 of 39

Labels cover 1,914 of 1,914 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 1,914 of 1,914 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · metaresearchgpt · metaresearchmodels agree
"Double blind, you are the weakest link -- goodbye!"
P.J. Devereaux
2002· editorial· en· Evidence-Based Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+insufficient_payload
26
citations
afffundgemma · metaresearch+open_sciencegpt · metaresearch+scholarly_communication+open_sciencemodels split
A 10-year update to the principles for clinical trial data sharing by pharmaceutical companies: perspectives based on a decade of literature and policies
Natansh D. Modi, Ganessan Kichenadasse, Tammy Hoffmann, Mark Haseloff, Jessica M. Logan, Areti Angeliki Veroniki +10 more
2023· article· en· BMC Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
25
citations
venueno affgemma · bibliometrics+metaresearchgpt · bibliometrics+metaresearchmodels agree
The funding sources of implantology research in the period 2008‐2017: A bibliometric analysis
Adolfo Alonso‐Arroyo, Beatriz Tarazona‐Álvarez, Rut Lucas-Domínguez, David Peñarrocha‐Oltra, Antonio Vidal‐Infer
2019· article· en· Clinical Implant Dentistry and Related Research· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+sts
25
citations
affno abstractgemma · no categorygpt · metaresearchmodels split
Five Steps to Writing More Engaging Qualitative Research
Kim Mitchell, Alexander M. Clark
2018· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
25
citations
affaboutgemma · no categorygpt · metaresearch+research_integritymodels split
Ethics Review for Qualitative Inquiry
Kate Connolly, Adela Reid
2007· article· en· Qualitative Inquiry· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch
25
citations
affaboutgemma · metaresearch+bibliometricsgpt · metaresearch+scholarly_communicationmodels split
Scientific sinkhole: estimating the cost of peer review based on survey data with snowball sampling
Allana G. LeBlanc, Joel D. Barnes, Travis J. Saunders, Mark S. Tremblay, Jean‐Philippe Chaput
2023· article· en· Research Integrity and Peer Review· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch
25
citations
affgemma · no categorygpt · metaresearchmodels split
Elicitation as a Mind-Set: Why Visual Data Matter?
Kerstin Roger, Constance Blomgren
2019· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
25
citations
venueno affgemma · metaresearchgpt · no categorymodels split
Countering Supervisor Exploitation
Brian Martin
2013· article· en· Journal of Scholarly Publishing· Health Professions
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
24
citations
affaboutgemma · stsgpt · metaresearch+stsmodels split
Injustices épistémiques et recherche participative: un agenda de recherche à la croisée de l’université et des communautés
Baptiste Godrie, Maxime Boucher, Sylvia Bissonnette, Pierre Chaput, Javier Gil Flores, Sophie Dupéré +3 more
2020· article· fr· Gateways International Journal of Community Research and Engagement· Decision Sciences
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
24
citations
affno abstractgemma · bibliometrics+metaresearchgpt · bibliometrics+metaresearchmodels agree
The citation advantage of foreign language references for Chinese social science papers
Kaile Gong, Juan Xie, Ying Cheng, Vincent Larivière, Cassidy R. Sugimoto
2019· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
24
citations
affgemma · metaresearchgpt · metaresearch+open_sciencemodels split
Challenges to complete and useful data sharing
Lawrence Mbuagbaw, Gary Foster, Ji Cheng, Lehana Thabane
2017· letter· en· Trials· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch+research_integrity
24
citations
affgemma · metaresearchgpt · metaresearchmodels agree
Writing up your clinical trial report for a scientific journal: the REPORT trial guide for effective and transparent research reporting without spin
Thomas Bandholm, Kristian Thorborg, Clare L. Ardern, Robin Christensen, Marius Henriksen
2022· review· en· British Journal of Sports Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad
23
citations
affgemma · no categorygpt · metaresearchmodels split
The representation of vulnerable populations in quality improvement studies
Asaph Rolnitsky, Maksim Kirtsman, Hanna R. Goldberg, Michael Dunn, Chaim M. Bell
2018· review· en· International Journal for Quality in Health Care· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · none
23
citations
venueno affgemma · metaresearch+scholarly_communicationgpt · research_integrity+scholarly_communicationmodels split
Predatory journal publishing: Is this an alternate universe?
Edward J. Harvey, Chad G. Ball
2021· editorial· en· Canadian Journal of Surgery· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+scholarly_communication+research_integrity
23
citations
affgemma · metaresearch+research_integritygpt · metaresearchmodels split
RECRUITMENT IN PEDIATRIC CLINICAL TRIALS: AN ETHICAL PERSPECTIVE
Kourosh Afshar, Abhay Lodha, Adriana Moldovan Costei, NANCY VANEYKE
2005· review· en· The Journal of Urology· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch+research_integrity
23
citations
afffundaboutgemma · no categorygpt · metaresearch+scholarly_communicationmodels split
A scoping review of theories, models and frameworks used or proposed to evaluate knowledge mobilization strategies
Saliha Ziam, Séverine Lanoue, Esther Mc Sween-Cadieux, Mathieu-Joël Gervais, Julie Lane, Dina Gaid +7 more
2024· review· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch
23
citations

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