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Retraction Note: Coopetition analysis in industry upgrade and urban expansion based on fractional derivative gray Lotka–Volterra model

2024· article· en· 0 citations· W4403401760 on OpenAlex· 10.1007/s00500-024-10172-9

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Post-publication record

OpenAlex flags this work as retracted, but it carries no matching Retraction Watch record in this frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.021
GPT teacher head0.261
Teacher spread
0.239 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Soft Computing
Topic
Business Strategy and Innovation
Field
Business, Management and Accounting
Canadian institutions
University of Waterloo
Funders
Keywords
Gray (unit)CoopetitionUpgradeVolterra equationsDerivative (finance)Fractional calculusMathematicsMathematical optimizationComputer scienceEconometricsBusinessIndustrial organizationApplied mathematicsEconomicsMathematical economicsNonlinear systemFinancial economicsGame theoryPhysics
Has abstract in OpenAlex
no