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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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Consumer Market Behavior and Pricing
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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.

1,244 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.
1,244 works in the cohort · of 4,299,418page 7 of 25

Labels cover 0 of 1,244 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 1,244 of 1,244 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Empirical Models of Learning Dynamics: A Survey of Recent Developments
Andrew T. Ching, Tülin Erdem, Michael P. Keane
2017· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts+open_science
27
citations
affunlabeled
Efficiency Evaluation in Search Advertising
Anteneh Ayanso, Brian Mokaya
2013· article· en· Decision Sciences· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
25
citations
affunlabeled
Price as a variable in online consumer trade‐offs
Ted Karlsson, Leyland Pitt, Stavroula Spyropoulou
2005· article· en· Marketing Intelligence & Planning· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
affunlabeled
Assessing the Consequences of a Channel Switch
Xinlei Chen, George John, Om Narasimhan
2008· article· en· Marketing Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
A Mean Field Competition
Marcel Nutz, Yuchong Zhang
2019· article· en· Mathematics of Operations Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations
affunlabeled
Extracting Summary Piles from Sorting Task Data
Simon J. Blanchard, Daniel Aloise, Wayne S. DeSarbo
2016· article· en· Journal of Marketing Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
23
citations
affno abstractunlabeled
Advancing Non-compensatory Choice Models in Marketing
Anocha Aribarg, Thomas Otter, Daniel Zantedeschi, Greg M. Allenby, Taylor Bentley, David J. Curry +7 more
2017· article· en· Customer Needs and Solutions· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Gender and beauty price discrimination in produce markets
Bradley J. Ruffle, Arie Sherman, Ze’ev Shtudiner
2022· article· en· Journal of Behavioral and Experimental Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
affvenueaboutunlabeled
A computer software price index using scanner data
Marc Prud’homme, Dimitri Sanga, Kam Yu
2005· article· en· Canadian Journal of Economics/Revue canadienne d économique· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
Marketing modeling reality and the realities of marketing modeling
Anne T. Coughlan, Sungchul Choi, Wujin Chu, Charles A. Ingene, Sridhar Moorthy, Vineet Padmanabhan +4 more
2010· article· en· Marketing Letters· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
21
citations
affno abstractunlabeled
Internet Job Search and Unemployment Durations
Peter Kuhn, Mikal Skuterud
2002· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
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