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Record W2197740559 · doi:10.1186/s40878-015-0018-3

Definitional Debates, Mechanisms and Canada: Comment on Will Kymlicka’s article: “Solidarity in Diverse Societies”

2015· article· en· W2197740559 on OpenAlexaboutno aff
Irene Bloemraad

Bibliographic record

VenueComparative Migration Studies · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsSolidaritySociologyEpistemologyMulticulturalismPolitical philosophyPolitical scienceLawLaw and economicsPoliticsPhilosophy

Abstract

fetched live from OpenAlex

What, exactly, is solidarity? And how does it differ from another term that Kymlicka (2015), uses in his article, namely an ethic of “social membership”? Kymlicka (2015), notes the virtual absence of theorizing on ‘solidarity’ outside of sociology. Indeed, even within sociology, Kymlicka cites social theorist Jeffrey Alexander to argue that solidarity has “disappeared” as a concept and topic. Why then use this term? Kymlicka does not elaborate, beyond a hint that, empirically, contemporary societies function based on a sense of community that goes beyond the coercion of laws or formal institutions and, more explicitly, that a theory of equality that includes economic justice can find the necessary “glue” for a robust welfare state through national solidarity. My own instinct is to feel uneasy about solidarity, and more comfortable with a language of membership. This reaction stems, I think, from concerns about the strength and primacy of collective obligations inherent in each term, and the openness to multiple and even cross-cutting obligations. According to the Oxford English Dictionary, solidarity is “The fact or quality, on the part of communities, etc., of being perfectly united or at one in some respect, esp. in interests, sympathies, or aspirations.”2 Synonyms offered by other dictionaries include unanimity, unity, harmony, cohesion and like-mindedness.3 All of these terms are in tension with Kymlicka’s (2015), starting point: the centrality of democracy and, as he puts it, “facts of pluralism.” It also sits awkwardly, I feel, with a key precept of multiculturalism, namely the recognition, valorization and support of diversity. In contrast, membership refers to being a “constituent element within a social or other organized structure.”4 The individual is part of a whole, but this does not entail a ‘perfect unity’ requirement. At the same time, the notion of membership is more than just a transactional or instrumental relationship, like two parties agreeing to a contract. As part of a social group, relationships are implied to extend over some time period, which can generate norms around rules, reciprocity and even engagement in a common enterprise agreed to by members. It is, in a sense, a thinner version of collective action than solidarity, and does not carry the same baggage of like-mindedness.

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)0.015
metaresearch head score (Gemma)0.032
Version: metacan-v3-hybrid-931329e0061cValidation 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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.933
Threshold uncertainty score0.134

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.032
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.003
Science and technology studies0.0140.028
Scholarly communication0.0120.028
Open science0.0090.011
Research integrity0.0360.045
Insufficient payload (model declined to judge)0.0100.004

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 head0.173
GPT teacher head0.369
Teacher spread0.196 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations3
Published2015
Admission routes1
Has abstractyes

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