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Record W2936505153 · doi:10.1080/15512169.2019.1586548

The Civic Republican Response to “Liberalism and its Critics”

2019· article· en· W2936505153 on OpenAlex
Daniella M. Mascarenhas, Jordon B. Barkalow, Abram Trosky, Gaelan Murphy, Brendon Westler

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Political Science Education · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical theory and Gramsci
Canadian institutionsMacEwan University
Fundersnot available
KeywordsLiberalismIndividualismNarrativeSociologyEpistemologyPoliticsClassical liberalismCosmopolitanismConstructiveSyllabusLawPolitical scienceEnvironmental ethicsLaw and economicsSocial sciencePedagogyPhilosophy

Abstract

fetched live from OpenAlex

Political theory instructors are often familiar with the syllabus themed “Liberalism and its Critics.” Liberalism, however, is often narrowly and teleologically defined as the progressive expansion of human freedom. Further, counter or alternative narratives leave students as mere critics without constructive insight into the balance of individualism and cosmopolitanism. With these problematic approaches in mind, this article offers a civic republican viewpoint to supplement the limited approaches in “Liberalism and its Critics.” The course proposed by the authors reframes common methodology to include civic republicanism as a parallel and sympathetic intellectual development to liberalism, at times intertwined, and at others anticipating and supplementing its deficiencies. This article first shows the deficiencies of the inadequate narrative/counter-narrative approach and highlights why civic republicanism presents a novel approach to teaching theory. The authors then provide a possible course description with specific learning outcomes, a recommended course structure with suggested readings, and some concluding considerations on implementing such a course.

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)0.009
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.350
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
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 head0.020
GPT teacher head0.391
Teacher spread0.372 · 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