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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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The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)
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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.

778 results · 1 filter active ·
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20002025
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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.
778 works in the cohort · of 4,299,418page 4 of 16

Labels cover 0 of 778 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 778 of 778 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.

aboutno affunlabeled
Report on the Canadian Career Counsellor Education Survey
Sharon Kalbfleisch, Rebecca A. Burwell
2021· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · metaresearchconsensus · none
1
citations
affaboutunlabeled
John Hewson-a Festschrift
John Hewson
2013· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Song: A Medium for Literacy Development
William T. Fagan
2013· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Supporting Blended Learning Teachers
Kristen Fitzsimmons
2017· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Sinking of the Titanic
Heather Kelly
2013· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Military to Civilian Career Transitions
Maureen C. McCann
2021· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
C/T Merge Locations for Focus
Virginia Motaoanyane
2013· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Aesthetic Loneliness and the Heart of Science
Philip McShane
2011· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Mid and Low Vowels in Southeastern French
Alain Thomas
2014· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Herald of Free Enterprise Tragedy
Christopher Pope
2013· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Assembling Lonergan’s Heart
Meghan Allerton, James Duffy, Philip McShane
2020· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Why Political Ecology Cannot Let Go of Nature
Sean McGrath
2019· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Preface: Functional Research
Philip McShane
2016· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The More General and Difficult Fields of Speculation
Bruce Anderson, Philip McShane
2020· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Empirical Exercise: The Dynamics of Knowing
Meghan Allerton
2015· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Meaning of Credit
Philip McShane
2018· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Teaching advocacy to junior psychiatry residents
Catherine Hickey
2017· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Singing Actor-The Act of Song
Andrea Lane Gardner
2005· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Theology of Consumerism
Sean McGrath
2016· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

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