MétaCan
Menu
Back to cohort
Record W7075332467

Projektmanagement und Digital Humanities : Zur klugen Gestaltung der Zusammenarbeit

2023· book· de· W7075332467 on OpenAlexfundno aff

Bibliographic record

VenueBiblioBoard Library Catalog (Open Research Library) · 2023
Typebook
Languagede
FieldEarth and Planetary Sciences
TopicGeological and Geochemical Analysis
Canadian institutionsnot available
FundersUniversity of WarwickUniversity of Victoria
KeywordsDigital humanitiesContext (archaeology)Subject (documents)
DOInot available

Abstract

fetched live from OpenAlex

Die Rahmenbedingungen für Projekte in den Digital Humanities können herausfordernd sein: Zum einen ist die Innovationserwartung beteiligter Institutionen und Fördergeber ungebremst. Zum anderen bedürfen die Koordination interdisziplinärer, komplexer Großvorhaben sowie der Aufbau von Forschungsinfrastruktur und -services einer Professionalisierung des Projektmanagements. Die Beiträger*innen geben Einblicke in unterschiedliche Praktiken und versammeln Sichtweisen aus der Fachcommunity. Damit gehen sie den ersten Schritt, um das Tätigkeitsfeld in den deutschsprachigen Fachdiskurs zu holen - und zeigen durch theoriegeleitete Reflexionen methodologische Ansätze zu einer Weiterentwicklung des Wissenschaftsmanagements auf.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.085
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0110.019
Science and technology studies0.0020.003
Scholarly communication0.0210.022
Open science0.0120.013
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.1280.074

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 head0.119
GPT teacher head0.310
Teacher spread0.191 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueBiblioBoard Library Catalog (Open Research Library)Same topicGeological and Geochemical AnalysisFrench-language works237,207