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Record W2188450003 · doi:10.5539/jpl.v8n4p191

Political Culture of the Arab Community in Germany - A Field Study

2015· article· en· W2188450003 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Politics and Law · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicGlobalization and Cultural Identity
Canadian institutionsnot available
FundersDeutsche Forschungsgemeinschaft
KeywordsPoliticsGermanPolitical cultureDemocracyPolitical scienceSociologySocial sciencePolitical economyLawGeography

Abstract

fetched live from OpenAlex

<p>The objective of this research to know the views members of the Arab community hold towards the political culture in its three dimensions. Members of the Arab community in Germany (ACG) were asked as well as about the sources of political information and about their views about the current events in the Arab world (Arab Spring). After reviewing relevant literature and concepts of political culture the researcher developed a questionnaire which was distributed to members of the ACG in several German cities of different sizes, both in West and East Germany.</p><p>The study used package (SPSS) statistical analysis of the study and adoption of percentages and frequencies, averages and standard deviations to examine the study questions and used Independent Samples Test to examine the hypotheses of the study. The results of the study indicate that the political culture of the Arab community in Germany is close and homogeneous and that the similarity of the political and social environment outweighs the differences of the many Arabian countries of origin. The reason for this is attributed to the fact that Germany as the hosting country is governed by the principles of democracy and political and cultural pluralism, , and this in turn reflects positively on the political culture of the members of the Arab community which is integrated rather than fragmented.</p>On a political level the study has shown that communication between the formal and informal German institutions with members of the Arab community needs to be improved and that members of the Arab community in Germany need to be encouraged to get involved and participate more in political life in Germany regarding both, general elections and affiliation to German political parties.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.654
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.049
GPT teacher head0.365
Teacher spread0.316 · 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