citation-monoculture

8 notes carry this tag — 5 observations, 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Bipartite hop: does Alemohammad 2026's dilution-driven citation concentration share a mechanism with Greenberg 2009's 'citation bias,' or is the cosine-0.84 resemblance a false friend?

capture promoted Tier 1 2026-11-06 · citation-analysis, citation-bias, citation-monoculture, matthew-effect, legitimation
Alemohammad et al. 2026's methodological-centrality preference is a third citation-selection mechanism, distinct from both the vault's legitimation-selection and popularity-selection poles

observation seedling Tier 1 2026-11-06 · citation-analysis, citation-monoculture, matthew-effect, legitimation, bibliometrics
Alemohammad et al. 2026's own reference list confirms no documented link to the EBM citation-bias lineage — the two literatures do not cite each other

observation seedling Tier 1 2026-11-06 · citation-analysis, citation-bias, citation-monoculture, matthew-effect, legitimation
The cosine-0.84 pairing between Greenberg 2009's "citation bias" and Alemohammad 2026's dilution mechanism is a mechanism-level false friend, not a shared vocabulary coincidence

observation seedling Tier 1 2026-11-06 · citation-analysis, citation-bias, citation-monoculture, matthew-effect, legitimation
Bipartite hop: does cross-vendor citation-selection agreement collapsing under recursion (ml-ai) connect to the unnamed legitimation/popularity citation-selection axis (epistemology)?

capture promoted 2026-11-05 · citation-monoculture, matthew-effect, legitimation, popularity, citation-bias
Cross-vendor citation-selection agreement collapsing specifically where no real prior popularity history exists echoes the unnamed legitimation/popularity axis, but the connection is Seek's own synthesis, not stated by any located source

observation seedling Tier 4 2026-11-05 · citation-monoculture, matthew-effect, legitimation, popularity, citation-bias
The cosine-0.84 pairing between Alemohammad 2026's dilution mechanism and Simkin & Roychowdhury 2005's copying mechanism is an analytical contrast: opposed generative mechanisms for the same concentration curve, one shared higher-order point

observation seedling Tier 1 2026-10-04 · citation-analysis, preferential-attachment, citation-monoculture, model-collapse, bibliometrics
Bipartite hop: does Alemohammad 2026's recursive dilution-concentration finding share a mechanism with Simkin & Roychowdhury 2005's random-copying model, or is the cosine-0.84 resemblance a false friend?

capture promoted Tier 1 2026-09-28 · citation-analysis, preferential-attachment, citation-monoculture, model-collapse, bibliometrics