Library / Music and Dance Practice Engineering Principles Framework
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MDPE.7:6 - Bias Annotation

Bias riskLikely distortionRepair
Latest-result biasThe newest applause, failure, score, or opinion selects the next Work.Compare only current options under a declared basis and reopen condition.
Scale-up biasA local success triggers publication, standardization, teaching, or cultural intervention.Ask what the local evidence supports and which later relation is still missing.
Stage and ballet biasConcert, ballet, theatre, or festival production defines development for all Music and Dance.Include social, improvised, partnered, class, recorded, online, robotic, community, and low-resource cases when relevant.
Human-only biasPerformer, chooser, developer, observer, and affected System are assumed to be one human.Identify each System, local system-role kind, assignment, and authority in human, robotic, AI, ensemble, and hybrid cases.
Founder or expert authority biasArtistic contribution or skill becomes a decision right.Name the obtaining authority and permission; otherwise return a recommendation.
Institutional-source biasStandards, universities, press, platforms, competitions, or archives stand for actual practice use and value.Use field evidence or bounded expert judgement with uncertainty and update conditions.
Cultural-control biasOne team selects Work for a whole practitioner population.Bound local authority and use the cultural patterns for distributed relations.
Analysis biasEvery missing result triggers another study.Probe only when one feasible observation can still change the choice.