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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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Journal of Financial and Quantitative Analysis
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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
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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.

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

Labels cover 1 of 154 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 154 of 154 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Speculative Retail Trading and Asset Prices
2013· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
427
citations
affunlabeled
When Labor Has a Voice in Corporate Governance
2006· article· en· Journal of Financial and Quantitative Analysis· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
350
citations
afffundunlabeled
Innovation Strategy of Private Firms
2017· article· en· Journal of Financial and Quantitative Analysis· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
244
citations
affunlabeled
Real Asset Illiquidity and the Cost of Capital
2014· article· en· Journal of Financial and Quantitative Analysis· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
189
citations
affunlabeled
Dividend Smoothing and Debt Ratings
2006· article· en· Journal of Financial and Quantitative Analysis· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
176
citations
affunlabeled
Model Comparison with Sharpe Ratios
2019· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
154
citations
affunlabeled
Systematic Tail Risk
2016· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
145
citations
affunlabeled
Market Dynamics and Momentum Profits
2010· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
143
citations
affunlabeled
Speculators, Prices, and Market Volatility
2016· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
138
citations
affunlabeled
Text-Based Industry Momentum
2018· article· en· Journal of Financial and Quantitative Analysis· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
119
citations
affaboutunlabeled
High-Frequency Trading Competition
2018· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
102
citations
affunlabeled
Crash Risk in Currency Returns
2018· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
87
citations
afffundunlabeled
Misvaluation and Corporate Inventiveness
2020· article· en· Journal of Financial and Quantitative Analysis· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
The Joint Dynamics of Equity Market Factors
2013· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
67
citations
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