MétaCan
Menu
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.

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
Innovation and change in professional education
Topic
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.

43 results · 1 filter active ·
Results by year
20172025
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.
43 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 43 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 43 of 43 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Effective Use of Quotes in Qualitative Research
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Psychology
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Problem/Gap/Hook Introductions
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Medicine
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Avoiding Prepositional Pile-Up
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Introduction
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Mapping the Gap
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Get Control of Your Commas
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Avoiding Clutter: Using Adjectives and Adverbs Wisely
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Successfully Navigating the Peer Review Process
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
What Is the Students’ Worldview?
C. S. Kalman
2017· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Peer Coaching and Mentorship
Michelle Elizov
2025· book-chapter· en· Innovation and change in professional education· Psychology
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Faculty Development for Research Capacity Building
Brian Hodges, Tanya Horsley
2025· book-chapter· en· Innovation and change in professional education· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Coaching Writing I: Being Thoughtful About the Process
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Giving Feedback on Others’ Writing
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Collaborative Writing: Strategies and Activities
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Writing a Discussion That Realizes Its Potential
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Power of Parallel Structure
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Art of Limitations
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Methods: Where Story Meets Study
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Mastering the Sentence
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Coherence: Keeping the Reader on Track
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Citation Technique
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
C. S. Kalman
2017· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Educational Models Based Upon Philosophy of Science
C. S. Kalman
2017· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Preparing the Next Generation of Teachers
Kelsey Shannon, Susanna Talarico
2025· book-chapter· en· Innovation and change in professional education· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Correction to: Get Control of Your Commas
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Collaborative Writing: Roles, Authorship & Ethics
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Bonfire Red Titles
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Coaching Writing II: Relationship and Identity
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Enlisting the Power of the Verb
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Role of Assessment in Surgical Education
Péter Szász, Teodor Grantcharov
2019· book-chapter· en· Innovation and change in professional education· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Cultivating a Writing Community
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
From Semi-Conscious to Strategic Paragraphing
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About