MétaCan
Menu
Back to cohort
Record W2800579307 · doi:10.25336/csp29376

The well-being of families in Canada’s future

2018· article· en· W2800579307 on OpenAlexvenueaboutno aff
Benoı̂t Laplante

Bibliographic record

VenueCanadian Studies in Population · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceInstitutionPopulationEthnologyHumanitiesImmigrationSociologyWelfare economicsDemographyEconomicsArtLaw

Abstract

fetched live from OpenAlex

The author argues that the well-being of families in Canada’s future is uncertain because families are losing the central position that was traditionally theirs. Most of the changes that occurred in and around families over the last third of the 20th century came from changes in values (from survival to personal development, from collectivity-oriented to individual-oriented), in gender relations (rising education, labour force participation, and economic independence of women), and in the legal framework that deals with family life. Such changes are still having an impact on families and this impact will likely not diminish. But more than anything else, Canadian society is moving towards a model in which immigration rather than reproduction is the main source of population growth, thus reducing the importance of the family for the development of policies. This, and the increasing political importance given to environmental issues, might further displace the family as a priority for policymaking and the allocation of public resources, and thus impair the future well-being of families.L’auteur soutient que le bien-être des familles canadiennes des familles est loin d’être assuré à long terme parce que la famille, en tant qu’institution, perd aujourd’hui la position centrale qui était traditionnellement la sienne. La plupart des changements survenus dans et autour des familles au cours du dernier tiers du XX e siècle ont été la conséquence de changements dans les valeurs (de la primauté de la survie à celle du développement personnel, de la collectivité à l’individu), dans les rapports entre les sexes (l’éducation des femmes, leur activité et leur indépendance économique) et dans l’encadrement juridique de la vie familiale. Ces transformations se poursuivent et leur impact sur les familles ne diminuera probablement pas. À ceci s’ajoute le fait que la société canadienne a adopté un modèle où l’immigration remplace la reproduction comme source principale de la croissance démographique, réduisant encore plus l’importance de la famille pour l’élaboration des politiques. Ce changement, et l’importance croissante accordée aux questions environnementales, pourrait encore réduire la place de la famille en tant que priorité pour l’élaboration des politiques et l’allocation des ressources publiques, et ainsi compromettre le bien-être futur des familles.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.298
Threshold uncertainty score0.720

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.019
GPT teacher head0.302
Teacher spread0.283 · 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.

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

Citations3
Published2018
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Studies in PopulationSame topicCanadian Policy and GovernanceFrench-language works237,207