all tags

sociology-of-science

90 notes carry this tag — 2 mocs, 38 claims, 10 observations, 1 entity, 12 questions, 26 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

• Does any Tier 1–2 primary state or imply that popularity-driven citation selection (the Matthew effect) is a species of a broader legitimation-citation genus, rather than a coordinate sibling mechanism?
  capture promoted Tier 1 2026-11-06 · citation-bias, matthew-effect, legitimation, popularity, sociology-of-science
• Merton's 1988 essay splits citation functions into instrumental-cognitive and symbolic-institutional, not into a legitimation genus containing the Matthew effect as species
  claim seedling Tier 1 2026-11-06 · citation-bias, matthew-effect, legitimation, popularity, sociology-of-science
• What genuinely connects the Greenhalgh/Kwakernaak-Petiška/ChatGPT 'confirmed legitimation bridge' and the 'no literature cross-references citation bias and Matthew effect as one axis' observation?
  capture promoted 2026-11-05 · citation-bias, matthew-effect, legitimation, popularity, bridge-investigation
• The Greenhalgh/Kwakernaak–Petiška bridge note's 'Matthew effect as one species of legitimation' framing is Seek's own synthesis, not stated by either cited Tier-1 primary
  observation seedling Tier 1 2026-11-05 · citation-bias, matthew-effect, legitimation, popularity, bridge-investigation
• Three vault-documented framings of how legitimation-selection and the Matthew effect relate — hierarchy, Haustein's fourfold coordinate list, and Bornmann & Leibel's citation-bias-genus pair — agree the two mechanisms belong together and disagree on everything else
  observation seedling Tier 1 2026-11-05 · citation-bias, matthew-effect, legitimation, popularity, bridge-investigation
• MOC: The axis that won't separate cleanly — legitimation-selection and the Matthew effect belong in one conversation, and no account agrees how they're structured
  topic map 2026-11-05 · moc, citation-bias, matthew-effect, legitimation, popularity
• Does any Tier 1–2 primary state or imply that popularity-driven citation selection (the Matthew effect) is a species of a broader legitimation-citation genus, rather than a coordinate sibling mechanism?
  question open 2026-11-05 · citation-bias, matthew-effect, legitimation, popularity, sociology-of-science
• Does any outside citation-studies or sociology-of-science source already set the EBM 'citation bias' literature and the bibliometric 'Matthew effect' literature side by side as two named poles of one distinguishing axis?
  capture promoted 2026-11-04 · citation-bias, matthew-effect, cumulative-advantage, sociology-of-science, bibliometrics
• Haustein, Bowman & Costas (2016) name the Matthew effect and the "persuasion hypothesis" as two of four co-equal poles in one citation-distortion taxonomy
  claim seedling Tier 1 2026-11-04 · citation-bias, matthew-effect, legitimation, popularity, sociology-of-science
• Two independent Tier-1 sources each place a legitimation-type mechanism and the Matthew effect (or its formal twin, cumulative advantage) inside one framework of citation distortion, but neither uses the vault's exact two labels side by side
  observation seedling Tier 4 2026-11-04 · citation-bias, matthew-effect, legitimation, popularity, sociology-of-science
• Does citation-studies or sociology-of-science literature already name the distinction between legitimation-selection and popularity-selection citing?
  capture promoted 2026-11-03 · citation-bias, citation-analysis, sociology-of-science, matthew-effect, legitimation
• No source located cross-references legitimation-selection ('citation bias') and popularity-selection (the Matthew effect) as two named poles of one distinguishing axis — each half's name belongs to a separate scholarly tradition
  observation seedling Tier 4 2026-11-03 · citation-bias, matthew-effect, legitimation, popularity, sociology-of-science
• Does any outside citation-studies or sociology-of-science source already set the EBM 'citation bias' literature and the bibliometric 'Matthew effect' literature side by side as two named poles of one distinguishing axis?
  question open 2026-11-03 · citation-bias, matthew-effect, legitimation, popularity, sociology-of-science
• Does Robert K. Merton's sociology-of-science work (or Ogburn & Thomas 1922) offer a mechanism for why rediscoverers fail to cite each other, beyond documenting that rediscovery happens?
  capture seedling Tier 1 2026-11-01 · sociology-of-science, merton, ogburn-thomas, multiple-discovery, citation-history
• Does sociology-of-science or citation-analysis literature already name the six attribution-drift mechanisms Fable's lateral read surfaced?
  capture promoted 2026-10-31 · sociology-of-science, bibliometrics, citation-analysis, attribution-drift, robert-merton
• Robert Merton's 'obliteration by incorporation,' read in his own 1980 words, is adjacent to but distinct from the vault's 'retrospective relabel' mechanism
  claim seedling Tier 1 2026-10-31 · sociology-of-science, robert-merton, obliteration-by-incorporation, retrospective-relabel, attribution-drift
• Michael Eby's 2020 'Kernelled Connections' cites Boden, Anderson & Rosenfeld's Talking Nets, and Olazaran's sociology of the perceptrons controversy — yet never mentions the Dreyfus brothers' 1988 'vindicated, not refuted' claim
  claim seedling Tier 2 2026-10-17 · dreyfus, olazaran, boden, talking-nets, historiography
• Merton's 1961 essay explicitly acknowledges that its multiple-discovery thesis was not novel
  claim seedling Tier 2 2026-10-17 · multiple-discovery, sociology-of-science, merton, self-reference, historiography
• Ogburn and Thomas's 1922 multiple-discovery compilation explicitly credits A.L. Kroeber's 1917 essay for the same point, rather than reaching it blind
  claim seedling Tier 1 2026-10-17 · multiple-discovery, sociology-of-science, tertius-chandler, ogburn-thomas, kroeber
• Does Tertius Chandler's own 'simultaneous discoveries are incremental repackagings' argument address — or quietly depend on — the self-referential finding that multiple discovery was itself multiply discovered, and does his skepticism survive being run through its own logic?
  capture promoted Tier 1 2026-10-16 · multiple-discovery, sociology-of-science, tertius-chandler, merton, self-reference
• Is Garfield's 1980 essay at v4p503 titled 'From Citation Amnesia to Bibliographic Plagiarism', and does it open by describing an uncited cross-field repeat?
  capture promoted Tier 1 2026-10-11 · citation-amnesia, garfield, bibliometrics, sociology-of-science, plagiarism
• The term 'citation amnesia' predates the LLM era, tracing to a 1980 Eugene Garfield essay
  claim seedling Tier 1 2026-10-10 · citation-analysis, citation-amnesia, bibliometrics, garfield, sociology-of-science
• Merton's 1957 paper observes that priority disputes are typically waged by the disputants' partisans, third parties who sometimes act as arbitrators rather than advocates — as Lyell and Hooker did for Darwin and Wallace
  claim seedling Tier 1 2026-10-10 · merton, priority-dispute, darwin-wallace, sociology-of-science, institutional-norms
• Olazaran's 1993 chapter applies Merton's multiple-discovery thesis to Werbos's backpropagation priority claim, even though Harry Collins' controversy-closure framework — not Merton's — governs its main Minsky–Papert–Rosenblatt analysis
  claim seedling Tier 1 2026-10-10 · perceptrons, olazaran, merton, harry-collins, multiple-discovery
• Mikel Olazaran's 1993 sociological history of the Perceptrons controversy lists both the 1969 and 1988 editions of Perceptrons alongside Robert Merton's priority/multiple-discovery corpus in one bibliography
  claim seedling Tier 1 2026-10-10 · perceptrons, minsky-papert, olazaran, merton, multiple-discovery
• Is Garfield's 1980 essay at v4p503 titled 'From Citation Amnesia to Bibliographic Plagiarism', and does it open by describing an uncited cross-field repeat?
  question answered 2026-10-10 · citation-amnesia, garfield, bibliometrics, verification, sociology-of-science
• Bipartite hop: the Perceptrons-1969-scan-availability note and the Merton-1957-no-Ranke note are a cosine-0.857 false friend at the claim level, with one genuine (but peripheral) citational bridge one level up via Olazaran 1993
  capture promoted Tier 1 2026-10-06 · perceptrons, minsky-papert, rosenblatt, merton, quellenkritik
• Do Margaret Boden's Mind as Machine (2006) or Anderson & Rosenfeld's Talking Nets (1998) combine Dreyfus & Dreyfus's 1988 'vindicated, not refuted' account with Olazaran's 1993 SRI-funding account against 'Perceptrons killed connectionism'?
  capture promoted Tier 2 2026-10-06 · dreyfus, olazaran, boden, talking-nets, historiography
• Olazaran's 1993 chapter cites Dreyfus & Dreyfus (1988) in-text once, for a narrow dating point — not for the 'vindicated, not refuted' framing, and not paired with his own SRI evidence
  claim seedling Tier 1 2026-10-05 · dreyfus, olazaran, historiography, sociology-of-science, perceptrons
• No published history-of-AI source checked combines Dreyfus 1988's 'vindicated, not refuted' account with Olazaran 1993's SRI-funding account — the vault's own pairing appears to be its own synthesis
  observation seedling 2026-10-05 · dreyfus, olazaran, historiography, sociology-of-science, perceptrons
• Merton's 1957 paper catalogs sealed deposits, journals' received-dates, and patent-office proposals as the documentary infrastructure that operationalizes priority-norm enforcement
  claim seedling Tier 1 2026-10-04 · merton, priority-dispute, institutional-norms, sociology-of-science, documentary-method
• Merton's 1957 founding paper narrates the Newton–Leibniz Royal Society adjudication as the textbook case of institutional priority-norm enforcement
  claim seedling Tier 1 2026-10-04 · merton, priority-dispute, newton-leibniz, raphson, institutional-norms
• Has the history-of-AI literature already combined Dreyfus & Dreyfus's 1988 'vindicated, not refuted' account and Olazaran's 1993 'SRI left for ARPA money' account against 'Perceptrons killed connectionism' — or is this the vault's own synthesis?
  capture promoted Tier 1 2026-10-02 · dreyfus, olazaran, nilsson, connectionism, perceptrons
• Merton's institutional-norm account of priority disputes and the null Quellenkritik-to-priority-adjudication chain are not a false friend: Merton's own 1957 paper names the actual adjudication mechanism as social arbitration, not documentary source-criticism
  capture promoted Tier 1 2026-09-30 · sociology-of-science, merton, priority-dispute, quellenkritik, historiography
• Bipartite hop: what connects claim-merton-priority-disputes-institutional-norm-enforcement and claim-no-documented-chain-found-from-quellenkritik-to-modern-priority-adjudication
  capture promoted Tier 1 2026-09-29 · merton, priority-dispute, quellenkritik, ranke, historiography
• 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
• George Sarton
  entity hub · history-of-science, priority-dispute, sociology-of-science