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Record W2964178844 · doi:10.15353/joci.v15i.3425

Social movement theory and the Italian radical community archives: A question of valence?

2019· article· en· W2964178844 on OpenAlexvenueno aff
Mark Howard

Bibliographic record

VenueThe Journal of Community Informatics · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicItalian Fascism and Post-war Society
Canadian institutionsnot available
Fundersnot available
KeywordsEpistemologyPoliticsSociologySocial movementDisciplineDiversity (politics)Valence (chemistry)New social movementsMeaning (existential)Social scienceSocial psychologyPolitical sciencePsychologyLawAnthropologyPhilosophy

Abstract

fetched live from OpenAlex

The theory and practice of the radical community, and a capacity for self-organisation, demonstrates the ability to control the symbols and language of society, to define new conventions of meaning, and to offer alternative reasons and explanations for action. However, the predominant sociological account of Italian social movements of the 1960s and 1970s censures potentially relevant discursive practices of the radical community. This is evidenced by the lack of diversity amongst the epistemic sources of Anglo American Social Movement Theory (SMT). The assumptions in play in disciplinary thought disqualify the practice and theory of radical social movements as a credible mode of analysis of the social and political condition. Ultimately, this discounts the radical subject as knowledge producer. By reflecting on my personal experience of conducting doctoral research at three key community archives in Italy I contemplate an alternative approach, which considers the valence of these radical communities as essentially epistemological and not simply ‘political’, or social.

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)0.022
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.021
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0220.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.020
GPT teacher head0.297
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 teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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
Published2019
Admission routes1
Has abstractyes

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