all tags

sociology-of-science

54 notes carry this tag — 1 moc, 25 claims, 5 observations, 9 questions, 13 captures, 1 essay. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Essays

• 
  a name is a summary
  essay draft 2026-07-26 · credit-assignment, burden-of-knowledge, team-science, history-of-ml, sociology-of-science

Everything else

• The model cites the famous, not the relevant — LLM citation selection skews toward already-highly-cited work independent of relevance or recency, a mechanical reproduction of Merton's Matthew effect now independently replicated across authors, databases, fields, and model generations
  topic map 2026-09-14 · matthew-effect, citation-metrics, llm, chatgpt, bibliometrics
• Strevens (2003) argues the priority rule functions as a device for efficiently allocating research labor, driven by the winner-confers-all structure of scientific benefit
  claim seedling Tier 1 2026-09-05 · philosophy-of-science, priority-rule, michael-strevens, division-of-cognitive-labor, resource-allocation
• Strevens (2003) reinterprets Merton's 'Arago effect' — priority awarded no matter how thin the margin — as functionally rational, against Merton's own verdict that it is a dysfunctional pathology
  claim seedling Tier 1 2026-09-05 · philosophy-of-science, priority-rule, michael-strevens, robert-merton, arago-effect
• Does Merton's 'obliteration by incorporation' (OBI) concept, read directly from his 1988 paper, map onto the backpropagation citation gap?
  capture promoted Tier 1 2026-09-02 · sociology-of-science, robert-merton, obliteration-by-incorporation, matthew-effect, backpropagation
• The backpropagation citation gap is Merton's Matthew Effect, not his obliteration by incorporation
  claim seedling Tier 1 2026-09-02 · sociology-of-science, robert-merton, obliteration-by-incorporation, matthew-effect, backpropagation
• Merton's 1988 paper defines "obliteration by incorporation" in a single footnoted aside and defers full development to his own earlier texts
  claim seedling Tier 1 2026-09-02 · sociology-of-science, robert-merton, obliteration-by-incorporation, matthew-effect, citation-analysis
• Merton's OBI caveat that erasure is "evident to knowing peers" fails for the backpropagation gap
  claim seedling Tier 1 2026-09-02 · sociology-of-science, robert-merton, obliteration-by-incorporation, backpropagation, historiography
• Merton's 1968 'Matthew effect' bridges two unlinked vault clusters — Garfield's own warning against citation-count shortcuts, and 2025 RAG research separating reliability from relevance — via a 2023 finding that ChatGPT reproduces the effect mechanically
  capture promoted Tier 1 2026-08-28 · sociology-of-science, robert-merton, matthew-effect, eugene-garfield, bibliometrics
• Robert Merton coined "the Matthew effect" in a 1968 Science paper describing skewed credit allocation among scientists
  claim seedling Tier 1 2026-08-28 · sociology-of-science, robert-merton, matthew-effect, eugene-garfield, bibliometrics
• Merton's 'obliteration by incorporation' looks like the vault's own 'citational narrowing' pattern (Song Jian / Clark / Liang Zhongtang) — but the two mechanisms are opposites
  capture promoted Tier 1 2026-08-27 · sociology-of-science, citation-analysis, robert-merton, eugene-garfield, one-child-policy
• Robert Merton's 'obliteration by incorporation' names sources erased from citation by an idea's own success, not its failure
  claim seedling Tier 1 2026-08-27 · sociology-of-science, robert-merton, eugene-garfield, citation-analysis, obliteration-by-incorporation
• Merton's 'obliteration by incorporation' and the vault's own 'citational narrowing' are a false friend: a name drops from citation in both, but for opposite reasons
  observation seedling Tier 1 2026-08-27 · sociology-of-science, robert-merton, eugene-garfield, citation-analysis, false-friend
• SRI's neural-net group retooled toward symbolic AI around 1965–66, years before Minsky and Papert's Perceptrons was published in 1969 — the social closure predates the formal refutation
  claim seedling Tier 1 2026-08-15 · dreyfus, connectionism, sri, ai-winter, perceptrons
• Dreyfus's 1988 essay and Olazaran's 1993 SRI interviews converge on the same verdict — connectionism's mid-1960s eclipse was social closure, not scientific refutation — while naming different social mechanisms
  observation seedling Tier 1 2026-08-15 · dreyfus, connectionism, sri, ai-winter, sociology-of-science
• Minsky's own 'the perceptron project was really dead' testimony is a documented instance of the 'retrospective illusion' Dreyfus's 1988 paper warns the victors will produce
  observation seedling Tier 1 2026-08-15 · dreyfus, minsky, connectionism, perceptrons, sociology-of-science
• What genuinely connects Dreyfus & Dreyfus's 1988 vindication claim and SRI's ARPA-funding retooling: independent evidence for the same 'never refuted, socially displaced' verdict
  capture promoted 2026-08-13 · dreyfus, connectionism, sri, ai-winter, sociology-of-science
• Did Tertius Chandler actually argue the 'simultaneous discoveries are repackagings' thesis — and is that Chandler the urban historian?
  capture promoted 2026-07-27 · multiple-discovery, sociology-of-science, historiography, source-criticism
• The Tertius Chandler credited with the multiple-discovery 'repackaging' thesis is the same person who compiled Four Thousand Years of Urban Growth
  claim seedling Tier 3 2026-07-27 · multiple-discovery, sociology-of-science, historiography, source-criticism, tertius-chandler
• Eugene Garfield's 1980 survey of multiple-discovery literature makes no mention of Tertius Chandler
  claim seedling Tier 1 2026-07-27 · multiple-discovery, sociology-of-science, historiography, source-criticism, citation-science
• Does an independent full-text read of Garfield's 1980 essay confirm no mention of Tertius Chandler anywhere, including footnotes and bibliography?
  question answered 2026-07-27 · multiple-discovery, sociology-of-science, historiography, source-criticism, citation-science
• The seed's direct bridge is superficial; the real one runs through burden-of-knowledge economics, and the vault already holds a structural twin of the LeCun/Denker case
  capture promoted Tier 1 2026-07-25 · cross-domain-bridge, sociology-of-science, credit-assignment, burden-of-knowledge, team-science
• Wuchty, Jones & Uzzi (2007): mean team size in science and engineering papers grew from about 1.9 to 3.5 authors between 1955 and 2000
  claim seedling Tier 1 2026-07-25 · team-science, burden-of-knowledge, sociology-of-science, quantitative-history, credit-assignment
• Burden-of-knowledge economics is the mechanism that bridges the vault's population-scaling cluster and its credit-compression cluster, one hop removed
  observation seedling Tier 1 2026-07-25 · cross-domain-bridge, sociology-of-science, credit-assignment, burden-of-knowledge, team-science
• Graham & Dezhina's Science in the New Russia (2008) is a real scholarly work, but its 'elite left first' argument is known to the vault only through Pronskikh's paraphrase
  claim seedling Tier 4 2026-07-21 · history-of-science, sociology-of-science, soviet-science, migration, labor-markets
• Pronskikh's rebuttal targets Graham & Dezhina's 'elite left first' account, but his own evidence for 'comparable ability' is aggregate, not an individual ability-outcome linkage
  claim seedling Tier 1 2026-07-21 · history-of-science, sociology-of-science, soviet-science, migration, labor-markets
• Is Pronskikh's 'structural, not talent' account of the Soviet émigré career premium corroborated beyond his single 2026 preprint, and does it actually defeat the 'elite left first' account?
  capture promoted Tier mixed 1-4, see individual claims 2026-07-20 · history-of-science, sociology-of-science, soviet-science, migration, labor-markets
• 'Credit assignment' names both the sociology of scientific credit and backpropagation's technical problem — and Schmidhuber sits on the hinge
  claim seedling Tier 1 2026-07-12 · credit-assignment, sociology-of-science, schmidhuber, backpropagation, history-of-ml
• Two of the best-known labels for misattributed scientific credit — Stigler's Law and the Matthew Effect — are themselves cases of it
  claim seedling Tier 4 2026-07-12 · sociology-of-science, credit-assignment, stiglers-law, matthew-effect, merton
• Robert Merton argued that multiple independent discovery is science's dominant pattern, making singleton discoveries the anomaly that needs explaining
  claim seedling Tier 3 2026-07-12 · sociology-of-science, merton, multiple-discovery, priority, history-of-science
• Merton: the drive to establish scientific priority is structural — an institutionally normal response to a reward system where recognition is the only currency
  claim seedling Tier 1 2026-07-12 · sociology-of-science, merton, priority, credit-assignment, history-of-science
• The concept of multiple discovery was itself independently discovered many times — Merton's thesis instantiates its own content
  claim seedling Tier 3 2026-07-12 · sociology-of-science, merton, multiple-discovery, self-reference, historiography
• In the 1990s–2000s neural networks were an out-of-favor 'backwater,' displaced by SVMs, until the mid-2000s 'deep learning' revival
  claim seedling Tier 2 2026-07-12 · deep-learning, neural-networks, ai-winter, svm, ai-history
• Ke et al. (PNAS 2015) found delayed scientific recognition is a continuum with no natural cutoff — 'Sleeping Beauties' are a tail, not a distinct class
  claim seedling Tier 1 2026-07-12 · bibliometrics, delayed-vindication, history-of-science, sleeping-beauties, sociology-of-science
• The neural-net→'deep learning' rebrand can be read as a field-scale Fresh Start Effect — dissociation from a stigmatized past self — though the collective-scale extension is unestablished
  observation seedling Tier 2 2026-07-12 · fresh-start-effect, deep-learning, ai-winter, rebranding, cross-domain-analogy
• Does Rossiter's 1993 'Matthew Matilda effect' paper confirm it was self-named after Matilda Joslyn Gage, extending Merton's Matthew effect to women in science?
  question answered 2026-07-12 · sociology-of-science, matilda-effect, rossiter, merton, gender-in-science
• Do Merton's own writings confirm that multiple discovery is science's dominant pattern, and that the multiple-discovery concept itself had 18+ independent predecessors?
  question answered 2026-07-12 · sociology-of-science, merton, multiple-discovery, priority, verification
• Does Merton's 'obliteration by incorporation' (OBI) concept, read directly from his 1988 paper, map onto the backpropagation citation gap?
  question answered 2026-07-12 · sociology-of-science, merton, obliteration-by-incorporation, backpropagation, credit-assignment
• Does Schmidhuber's 'Annotated History' open verbatim with 'Machine learning is the science of credit assignment,' and does he ever name the Matthew Effect?
  question answered 2026-07-12 · credit-assignment, schmidhuber, sociology-of-science, matthew-effect, verification
• Do the primaries confirm that Stigler credited his Law of Eponymy to Merton (1980) and that Merton credited the Matthew Effect to Zuckerman (1968)?
  question answered 2026-07-12 · sociology-of-science, stiglers-law, matthew-effect, merton, eponymy
• Does Strevens (2003) actually argue the priority rule is an economically optimal allocator of scientific labor, and what's the exact mechanism?
  question answered 2026-07-12 · sociology-of-science, strevens, priority, mechanism-design, credit-assignment
• Two senses of 'credit assignment' — the Merton–Stigler sociology of scientific credit is the frame both the Dreyfus-1973 and Chandler notes were already inside
  capture promoted Tier 1 2026-07-11 · sociology-of-science, credit-assignment, multiple-discovery, stiglers-law, matthew-effect
• 'Deep learning' as a field-scale Fresh Start Effect: the rebrand that dissociated AI from its perceptron-stigmatized past self
  capture promoted Tier 2 2026-07-11 · fresh-start-effect, deep-learning, ai-winter, rebranding, cross-domain-analogy
• The sociology of science's credit laws are self-exemplifying — Stigler's law, the Matthew effect, and the Matilda effect are each named after someone other than their true originator
  capture promoted Tier 1 2026-07-11 · sociology-of-science, eponymy, priority, credit-assignment, stiglers-law
• The other 1960s-80s connectionists didn't vanish -- they chased the funding or exited into industry
  capture promoted 2026-07-09 · hop, connectionism, ai-winter, sociology-of-science, funding
• Soviet émigré career premium of the 1990s was structural, not a talent gradient
  capture promoted Tier 1 2026-07-09 · history-of-science, sociology-of-science, soviet-science, migration, labor-markets
• Tertius Chandler: multiple-discovery skeptic and Wikipedia-labeled pseudohistorian whose city-population census still underpins urban science
  capture promoted 2026-07-09 · sociology-of-science, multiple-discovery, historiography, pseudohistory, urban-history
• Tertius Chandler argued that most 'simultaneous discoveries' are incremental repackagings of prior work, not independent breakthroughs
  claim seedling Tier 3 2026-07-09 · multiple-discovery, sociology-of-science, historiography, source-criticism
• The Soviet émigré career premium of the 1990s was structural to the receiving market, not a talent gradient among who left
  claim seedling Tier 1 2026-07-09 · history-of-science, sociology-of-science, soviet-science, migration, labor-markets
• Soviet-trained scientists carried a finite, distinctive stock of expertise that earned a career premium until publication diffused it away
  claim seedling Tier 1 2026-07-09 · history-of-science, sociology-of-science, soviet-science, migration, labor-markets
• The Soviet Scientists Immigration Act of 1992 classified former-Soviet scientists as "exceptional ability" and waived the job-offer requirement, an instrument that lapsed in 1996 and expired in 2006
  claim seedling Tier 1 2026-07-09 · history-of-science, sociology-of-science, soviet-science, migration, immigration-law
• SRI's neural-network group retooled toward symbolic AI to follow ARPA funding, not because perceptrons had been refuted
  claim seedling Tier 1 2026-07-09 · connectionism, ai-winter, sri, funding, sociology-of-science
• Did Tertius Chandler actually argue the 'simultaneous discoveries are repackagings' thesis — and is that Chandler the urban historian?
  question answered 2026-07-09 · multiple-discovery, sociology-of-science, historiography, source-criticism
• Is Pronskikh's 'structural, not talent' account of the Soviet émigré career premium corroborated beyond his single 2026 preprint, and does it actually defeat the 'elite left first' account?
  question open 2026-07-09 · history-of-science, sociology-of-science, soviet-science, migration, labor-markets