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Record W1803760109 · doi:10.36900/suburban.v2i1.110

Warum denn gleich ontologisieren? Und wenn nicht, warum dann ANT? Kommentar zu Alexa Färbers „Potenziale freisetzen“

2014· article· de· W1803760109 on OpenAlexaff
Bernd Belina

Bibliographic record

Venuesub\urban zeitschrift für kritische stadtforschung · 2014
Typearticle
Languagede
FieldSocial Sciences
TopicInnovation, Technology, and Society
Canadian institutionsHotel Dieu Hospital
Fundersnot available
KeywordsPhilosophyHumanities

Abstract

fetched live from OpenAlex

Akteur-Netzwerk-Theorie und Assemblageforschung in Stadtforschung und Humangeographie beanspruchen für sich, das genau Hinsehen und die Materialität der Dinge stark zu machen. Sie positionieren sich damit gegen Forschung, die große Diskurse ins Zentrum rückt. Im Kommentar schlage ich vor, beide Positionen – die „Diskursphase“ und die „Materialismusphase“ – im Hinblick auf ihre politischen Einsätze zu kontextualisieren. Ich werfe die Frage auf, ob für diese Politiken die jeweiligen Ontologien tatsächlich notwendig sind, und schlage vor, sich stattdessen darauf zu besinnen, was die beste kritische Stadtforschung schon immer ausgemacht hat, nämlich genau hinzuschauen, die Dinge ernst zu nehmen und nicht schon alles vorher zu wissen.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.995
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0050.021
Scholarly communication0.0100.015
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0130.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.015
GPT teacher head0.294
Teacher spread0.278 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2014
Admission routes1
Has abstractyes

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