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  • ContentsContents
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  • Article title
  • Abstract
  • Key words
  • Introduction
  • Materials and methods
    • Study area
    • Pollinators sampling
    • Spatial analysis
    • Statistical analyses
  • Results
    • Species composition
    • Pollinator-group responses to plot type, urbanization and honey bee abundance
      • Bees (wild bees and Apis mellifera)
      • Butterflies (Lepidoptera)
      • Hoverflies (Syrphidae)
    • Cross-group synthesis of responses to goldenrod, urbanization and honey bee abundance
  • Discussion
    • Invasive goldenrod as a late-season mass-flowering patch with guild-specific outcomes
    • Role of the co-flowering control vegetation
    • Honey bees: resource concentration, management imprint, and possible seasonal trade-offs
    • Wild bees: reduced abundance and context-dependent associations with honey bees
    • Butterflies: lower visitation in floristically simplified vegetation
    • Hoverflies: generalists benefiting from high resource density
    • Conservation-relevant taxa
    • Urbanization: limited and inconsistent associations
    • Goldenrod cover and potential threshold effects
    • Synthesis and implications
  • References
  • Additional information
    • Conflict of interest
    • Ethical statement
    • Artificial Intelligence (AI) use
    • Funding
    • Author contributions
    • Author ORCIDs
    • Data availability
  • Supplementary material
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